Made-With-ML/datasets/holdout.csv

1	id	created_on	title	description	tag
2	19	2020-03-03 13:54:31	Diffusion to Vector	Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.	other
3	26	2020-03-07 23:11:58	Graph Wavelet Neural Network	A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)	other
4	44	2020-03-08 00:32:58	Capsule Graph Neural Network	A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).	other
5	80	2020-03-20 05:59:32	NeRF: Neural Radiance Fields	Representing scenes as neural radiance fields for view synthesis.	computer-vision
6	84	2020-03-20 15:18:43	Mention Classifier	Category prediction model This repo contains AllenNLP model for prediction of Named Entity categories by its mentions.	natural-language-processing
7	107	2020-03-21 23:09:03	Plant Fruit Classifier	Building a world-class image classifier model with a custom dataset.	computer-vision
8	126	2020-03-25 15:05:27	Unet Implementation is Keras with GPU	Vector Map generation from aerial imagery using deep learning GeoSpatial UNET	computer-vision
9	130	2020-03-25 16:55:31	Gymnast Pose Analysis	Pose modelling for gymnasts using open-pose and open-cv.	computer-vision
10	131	2020-03-25 17:00:54	EfficientDet: Scalable and Efficient Object Detection	Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch.	computer-vision
11	136	2020-03-26 17:22:36	Finetune: Scikit-learn Style Model Finetuning for NLP	Finetune is a library that allows users to leverage state-of-the-art pretrained NLP models for a wide variety of downstream tasks.	natural-language-processing
12	141	2020-03-28 17:41:42	First Order Motion Model for Image Animation	Generating a video sequence so that an object in a source image is animated according to the motion of a driving video.	computer-vision
13	142	2020-03-28 17:49:20	TorchIO: Medical Image Processing in Deep Learning and PyTorch	Tools for medical image processing in deep learning and PyTorch	computer-vision
14	144	2020-03-29 18:23:06	Finetuning Transformers with JAX + Haiku	Walking through a port of the RoBERTa pre-trained model to JAX + Haiku, then fine-tuning the model to solve a downstream task.	natural-language-processing
15	218	2020-04-06 11:29:57	Distributional RL using TensorFlow2	🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.	other
16	220	2020-04-06 15:19:59	Module 2: Convolutional Neural Networks - CS231n	In Lecture 5 we move from fully-connected neural networks to convolutional neural networks.	computer-vision
17	249	2020-04-06 19:20:12	makesense.ai	Free to use online tool for labelling photos.	computer-vision
18	264	2020-04-06 21:33:32	The Unreasonable Effectiveness of Recurrent Neural Networks	A close look at how RNNs are able to perform so well.	natural-language-processing
19	268	2020-04-06 21:51:55	A Gentle Introduction to Text Summarization in Machine Learning	Text summarization is the technique for generating a concise and precise summary of voluminous texts while focusing on the sections that convey useful info.	natural-language-processing
20	285	2020-04-07 03:45:03	A (Long) Peek into Reinforcement Learning	In this post, we are gonna briefly go over the field of Reinforcement Learning (RL), from fundamental concepts to classic algorithms.	other
21	305	2020-04-07 20:00:37	Question Answering with a Fine-Tuned BERT	What does it mean for BERT to achieve “human-level performance on Question Answering”?	natural-language-processing
22	314	2020-04-08 00:06:21	The Autonomous Learning Library	A PyTorch library for building deep reinforcement learning agents.	other
23	317	2020-04-08 00:14:27	COCO Annotator	✏️ Web-based image segmentation tool for object detection, localization and key points.	computer-vision
24	328	2020-04-08 14:29:22	ProteinGCN: Protein model quality assessment using GCNs	Source code for the paper: ProteinGCN: Protein model quality assessment using Graph Convolutional Networks.	other
25	344	2020-04-08 16:11:28	Tokenizers	💥Fast State-of-the-Art Tokenizers optimized for Research and Production.	natural-language-processing
26	353	2020-04-08 17:08:41	Keras OCR	A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.	computer-vision
27	384	2020-04-08 21:22:25	Visualizing Memorization in RNNs	Inspecting gradient magnitudes in context can be a powerful tool to see when recurrent units use short-term or long-term contextual understanding.	natural-language-processing
28	407	2020-04-08 23:00:02	AllenNLP	An open-source NLP research library, built on PyTorch.	natural-language-processing
29	410	2020-04-08 23:09:15	Frameworks for Machine Learning Model Management	This blog post will follow up by comparing three different tools developed to support reproducible machine learning model development.	mlops
30	414	2020-04-08 23:18:04	TensorBoard.dev	Easily host, track, and share your ML experiments for free.	mlops
31	415	2020-04-08 23:21:13	BertViz	Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)	natural-language-processing
32	426	2020-04-09 16:37:10	The Transformer Family	This post presents how the vanilla Transformer can be improved for longer-term attention span, less memory and computation consumption, RL task solving, etc.	natural-language-processing
33	437	2020-04-10 17:14:11	Pruning Bert to Accelerate Inference	After previously discussing various ways of accelerating models like BERT, in this blog post we empirically evaluate the pruning approach.	natural-language-processing
34	438	2020-04-10 17:26:39	Compressing Bert for Faster Prediction	In this blog post, we discuss ways to make huge models like BERT smaller and faster.	natural-language-processing
35	451	2020-04-10 20:10:28	Evaluation Metrics for Language Modeling	In this article, we will focus on traditional intrinsic metrics that are extremely useful during the process of training the language model itself.	natural-language-processing
36	454	2020-04-10 20:27:12	All The Ways You Can Compress BERT	In this post I’ll list and briefly taxonomize all the papers I’ve seen compressing BERT.	natural-language-processing
37	458	2020-04-10 20:58:41	Limitations of Deep Learning for Vision, and How We Might Fix The	This is an opinion paper about the strengths and weaknesses of Deep Nets for vision.	computer-vision
38	487	2020-04-14 21:15:35	Face Alignment in Full Pose Range: A 3D Total Solution	Face Alignment in Full Pose Range: A 3D Total Solution.	computer-vision
39	488	2020-04-14 21:21:51	V2V-PoseNet Pytorch	PyTorch implementation of V2V-PoseNet with IntegralPose/PoseFix loss.	computer-vision
40	496	2020-04-14 23:14:59	Fast- Neural Style	Pytorch implementation of an algorithm for artistic style transfer.	computer-vision
41	497	2020-04-14 23:21:16	Torchvision Object Detection Finetuning Tutorial	Finetuning a pre-trained Mask R-CNN model in the Penn-Fudan Database for Pedestrian Detection and Segmentation.	computer-vision
42	559	2020-04-16 16:18:26	Creating an End-to-End Machine Learning Application	A complete, end-to-end ML application, implemented in both TensorFlow 2.0 and PyTorch.	mlops
43	561	2020-04-16 16:27:31	How Docker Can Help You Become A More Effective Data Scientist	A look at Docker from the perspective of a data scientist.	mlops
44	569	2020-04-18 13:32:36	An Introduction to Transfer Learning and HuggingFace	In this talk I'll start by introducing the recent breakthroughs in NLP that resulted from the combination of Transfer Learning schemes and Transformer architect	natural-language-processing
45	570	2020-04-19 17:40:48	Introduction to Image Inpainting With Deep Learning	In this article, we are going to learn how to do “image inpainting”, i.e. fill in missing parts of images precisely using deep learning.	computer-vision
46	579	2020-04-20 00:53:19	Transfer Learning & Fine-Tuning With Keras	Your 100% up-to-date guide to transfer learning & fine-tuning with Keras.	computer-vision
47	582	2020-04-20 21:38:50	CS285: Deep Reinforcement Learning	A course on deep reinforcement learning, transfer and multi-task learning.	other
48	594	2020-04-21 23:25:53	TorchServe & TorchElastic PyTorch Libraries for Serving/Training	The officially supported way to deploy and manage models with PyTorch.	mlops
49	600	2020-04-22 17:37:25	Building a Simple Chatbot from Scratch in Python (using NLTK)	A look at retrieval based and generative conversational AI for creating chatbots.	natural-language-processing
50	612	2020-04-23 13:56:46	Implementing DCGANs using PyTorch C++ API (Libtorch)	The blog discusses the paper review of DCGANs and implementation using PyTorch C++ API in detail. From loading models to visualizing batch of the data, in C++!	computer-vision
51	620	2020-04-23 17:26:26	ELECTRA	Explaining the new self-supervised task for language representation learning, ELECTRA which uses "replace token detection".	natural-language-processing
52	624	2020-04-24 00:42:41	How to Train a New Language Model From Scratch Using Transformers	In this post we’ll demo how to train a “small” model (84 M parameters = 6 layers, 768 hidden size, 12 attention heads).	natural-language-processing
53	629	2020-04-24 05:01:26	ARIMA Modeling - Guide to Time Series Forecasting in Python	How ARIMA models works . How to train and forecast using ARIMA, SARIMA, SARIMAX and find the optimal model with Python	other
54	649	2020-04-28 03:42:29	Spektral	Graph Neural Networks with Keras and Tensorflow 2.	other
55	666	2020-04-29 12:10:43	AIDeveloper	GUI-based software for training, evaluating and applying deep neural nets for image classification	computer-vision
56	671	2020-04-29 23:22:43	MedCAT - Medical Concept Annotation Tool	A tool used to extract information from Electronic Health Records (EHRs) and link it to biomedical ontologies like SNOMED-CT and UMLS.	natural-language-processing
57	681	2020-05-01 16:25:34	The AI Economist	Improving Equality and Productivity with AI-Driven Tax Policies	other
58	684	2020-05-01 16:48:19	WT5?! Training Text-to-Text Models to Explain their Predictions	We leverage the text-to-text framework proposed by Raffel et al.(2019) to train language models to output a natural text explanation alongside their prediction.	natural-language-processing
59	689	2020-05-01 17:51:53	Ensemble Forecasts	Time series forecasting using classical methods (ETS, Holt-Winter's, SARIMA) and Prophet. I show and discuss advantages of Ensemble Forecast	other
60	703	2020-05-04 05:09:59	Implementing Graph Neural Networks with JAX	I’ll talk about my experience on how to build and train Graph Neural Networks (GNNs) with JAX.	other
61	705	2020-05-04 14:13:13	Deep Learning With Graph-Structured Representations	Novel approaches based on the theme of structuring the representations and computations of neural network-based models in the form of a graph.	other
62	706	2020-05-04 14:18:58	GNNExplainer: Generating Explanations for Graph Neural Networks	General tool for explaining predictions made by graph neural networks (GNNs).	other
63	710	2020-05-05 04:01:24	Differential Subspace Search in High-Dimensional Latent Space	Differential subspace search to allow efficient iterative user exploration in such a space, without relying on domain- or data-specific assumptions.	computer-vision
64	723	2020-05-05 19:45:50	DeepWay: Autonomous navigation for blind.	I have tried to make something which can be used by blind people to navigate around the streets. Have a look at the video and GitHub repo for details.	computer-vision
65	737	2020-05-06 18:06:04	Nature-Scene Classification using FASTAI	Classifying Nature-scene images using deep learning with fastai library	computer-vision
66	738	2020-05-06 20:33:00	Machine-Learning-Single-Layer-Multiclass-Perceptron	Implemented a Single Layer Perceptron and applied it on the MNIST dataset for multi-class classification using NumPy.	computer-vision
67	780	2020-05-08 12:06:30	Med7 - clinical natural language processing for EHR	Med7 is a transferable clinical natural language processing model for electronic health records, compatible with spaCy, for named-entity recognition task	natural-language-processing
68	784	2020-05-08 14:59:08	Haystack — Neural Question Answering At Scale	Scaling Question Answering models to find answers in large document stores via retriever and reader approach.	natural-language-processing
69	785	2020-05-08 17:13:36	SimCLR in TensorFlow 2	(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.	computer-vision
70	787	2020-05-08 18:15:56	Semantic Cord19 Paper Explorer	Semantic research paper explorer to search Research Papers in COVID and CoronaVirus. Can be easily modified to any Research Paper Database	natural-language-processing
71	807	2020-05-11 02:25:51	Introduction to Machine Learning Problem Framing	This course helps you frame machine learning (ML) problems.	mlops
72	834	2020-05-13 04:36:33	TailorGAN: Making User-Defined Fashion Designs	Generate a photo-realistic image which combines the texture from reference A and the new attribute from reference B.	computer-vision
73	843	2020-05-13 14:49:21	T5 fine-tuning	A colab notebook to showcase how to fine-tune T5 model on various NLP tasks (especially non text-2-text tasks with text-2-text approach)	natural-language-processing
74	854	2020-05-14 12:05:20	ASAP: Pooling for Graph Neural Network (AAAI 2020)	ASAP is a sparse and differentiable pooling method that addresses the limitations of previous graph pooling layers.	other
75	878	2020-05-16 05:27:56	Exploratory Data Analysis on MS COCO Style Datasets	A Simple Toolkit to do exploratory data analysis on MS COCO style formatted datasets.	computer-vision
76	898	2020-05-17 05:11:22	Single-Stage Semantic Segmentation from Image Labels	We attain competitive results by training a single network model for segmentation in a self-supervised fashion using only image-level annotations	computer-vision
77	906	2020-05-18 14:50:45	NLPAug	Data augmentation for NLP	natural-language-processing
78	916	2020-05-19 08:11:05	Get Subreddit Suggestions for a Post	Trained on 4M Reddit posts from 4k Subreddits. End-to-end ML pipeline built with fasttext and FastAPI, deployed to Valohai.	natural-language-processing
79	917	2020-05-19 13:45:03	Transfer Learning In NLP	A brief history of Transfer Learning In NLP	natural-language-processing
80	919	2020-05-20 02:29:48	IntelliCode Compose: Code Generation Using Transformer	Code completion tool which is capable of predicting sequences of code tokens of arbitrary types, generating up to entire lines of syntactically correct code.	natural-language-processing
81	943	2020-05-22 06:27:43	Transfer Learning in NLP with Tensorflow Hub and Keras	Learn how to integrate and finetune tensorflow-hub modules in Tensorflow 2.0	natural-language-processing
82	946	2020-05-22 07:57:14	Replicating Airbnb's Amenity Detection (documentary series)	Airbnb's engineering team shared an article on how they used computer vision to detection amenities in photos. It read like a recipe so I replicated it.	computer-vision
83	965	2020-05-24 08:14:30	GANs in Computer Vision : An article review series	An article series where we review the most important research papers on GANs from 2015 to today. 6 articles, 20 papers, 20000 words	computer-vision
84	991	2020-05-27 05:09:20	NLP Viewer 🤗	A simple website for browsing popular NLP datasets.	natural-language-processing
85	999	2020-05-28 03:32:05	MediaPipe	Simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.	computer-vision
86	1011	2020-05-29 02:57:44	ML in Production - Deployment Series	A multi-part blog series on deploying machine learning models in an automated, reproducible, and auditable manner.	mlops
87	1019	2020-05-29 08:14:05	Visual Object Tracking using Adaptive Correlation Filters	This article gives step by step tutorial with code on understanding MOSSE tracking algorithm	computer-vision
88	1032	2020-05-29 14:50:28	Pix2Pix with Tf-js	Implementation of web friendly ML models using TensorFlow.js. pix2pix, face segmentation, fast style transfer and many more ...	computer-vision
89	1056	2020-05-30 09:08:31	Font Recognition Using Deep Learning - DeepFont ( Adobe )	DeepFont Paper is a technique created by Adobe.Inc to detect font from images using deep learning . They published their work as a paper for the public .	computer-vision
90	1078	2020-05-31 05:04:44	Building Footprint Extraction	The project retrieves satellite imagery from Google and performs building footprint extraction using a U-Net.	computer-vision
91	1114	2020-06-01 21:00:24	Reinforcement Learning in JAX	Implementation of interesting Deep Reinforcement Learning Algorithms using JAX based libraries (flax, haiku and rlax) As of now tasks come from OpenAI gym	other
92	1155	2020-06-03 15:22:11	GaborNet	Modified network architecture that focuses on improving convergence and reducing training complexity.	computer-vision
93	1159	2020-06-03 18:17:01	Learning To Classify Images Without Labels	A two-step approach where feature learning and clustering are decoupled.	computer-vision
94	1167	2020-06-04 03:58:21	From Pre-trained Word Embeddings to Pre-trained Language Models	from Static Word Embedding to Dynamic (Contextualized) Word Embedding.	natural-language-processing
95	1172	2020-06-04 07:01:13	Converting images to TF Records	A Colab Notebook showing how to convert an image dataset (for classification) to TF Records and more.	computer-vision
96	1266	2020-06-09 16:09:08	Text Classification using Bert from Tensorflow-Hub	This Tutorial helps to learn about Bert Models for Classification task on a #Tweet dataset.	natural-language-processing
97	1286	2020-06-10 17:24:19	Exploring Knowledge Captured in Probability of Strings	An exploration of simple knowledge captured by language models with code examples	natural-language-processing
98	1363	2020-06-13 13:46:44	Short Notes on Batch Constrained Deep Reinforcement Learning	Blog article on Off-Policy Deep Reinforcement Learning without Exploration paper by Fujimoto et al. (ICML 2019)	other
99	1426	2020-06-15 02:34:27	From GRU to Transformer	How recurrent units and self-attention are related to each other.	natural-language-processing
100	1430	2020-06-15 04:24:12	Melanoma Classification	This was Shubhamai 3-week project for working a new kaggle competition and deploying a web application to predicting benign or malignant based on images.	computer-vision
101	1434	2020-06-15 07:52:13	Universal Sentence Encoder Visually Explained	A deep-dive into how Universal Sentence Encoder learns to generate fixed-length sentence embeddings	natural-language-processing
102	1445	2020-06-15 17:49:16	Image Smoothing via L0 Gradient Minimization	This is a edge-aware image smoothing algorithm. This algorithm tries to smoothen the image while preserving the global structural information of the image.	computer-vision
103	1450	2020-06-15 21:00:47	BERT NLP — How To Build a Question Answering Bot	Understanding the intuition with hands-on PyTorch code for BERT fine-tuned on SQuAD.	natural-language-processing
104	1451	2020-06-16 01:21:09	EfficientDet (PyTorch)	A PyTorch implementation of EfficientDet faithful to the original Google implementation with ported weights.	computer-vision
105	1459	2020-06-16 03:06:10	SuperGlue: Learning Feature Matching with Graph Neural Networks	SuperGlue, a neural network that matches two sets of local features by jointly finding correspondences and rejecting non-matchable points.	other
106	1462	2020-06-16 03:28:40	Open Compound Domain Adaptation	Pytorch implementation for "Open Compound Domain Adaptation"	computer-vision
107	1485	2020-06-17 16:33:50	Sudoku-Game-Solver	This is a Computer Vision Application that solves a 9x9 sudoku board game using Deep Learning and Backtracking algorithm.	computer-vision
108	1488	2020-06-17 19:27:36	Smart Picture Editor	Tool to automatically remove unwanted objects from photos	computer-vision
109	1494	2020-06-18 00:14:40	Object Goal Navigation using Goal-oriented Semantic Exploration	Embodied interactive learning for object detection by using semantic curiosity to learn an exploration policy on set of the training environments.	computer-vision
110	1501	2020-06-18 18:17:18	Traffic-Sign-Recognition-Using-Deep-Learning	The training dataset contains around 39,000 images while test dataset contains around 12,000 images containing 43 different classes. We will be using Convolutio	computer-vision
111	1508	2020-06-19 06:43:47	Long Form Question Answering with ELI5	A model for open domain long form question answering.	natural-language-processing
112	1511	2020-06-19 06:54:23	RepNet - Class Agnostic Video Repetition Counting in the Wild	Counting Out Time: Class Agnostic Video Repetition Counting in the Wild	computer-vision
113	1515	2020-06-19 16:37:10	Cut, Paste and Learn: Surprisingly Easy Synthesis for Detection	Generate synthetic scenes and bounding box annotations for object detection.	computer-vision
114	1524	2020-06-20 10:42:25	Machine Learning Projects	This Repo contains projects done by me while learning the basics. All the familiar types of regression, classification, and clustering methods have been used.	natural-language-processing
115	1540	2020-06-21 13:03:19	codeBERT - Masked Language Model for source code	Tutorial to use codeBERT a MLM for Python code. Model trained from scratch using roBERTa	natural-language-processing
116	1588	2020-06-24 03:29:51	Multi-task Training with Hugging Face Transformers and NLP	A recipe for multi-task training with Transformers' Trainer and NLP datasets.	natural-language-processing
117	1600	2020-06-25 00:45:26	BERT Distillation with Catalyst	How to distill BERT with Catalyst.	natural-language-processing
118	1628	2020-06-28 06:12:20	Deep Reinforcement Learning Amidst Lifelong Non-Stationarity	How can robots learn in changing, open-world environments? We introduce dynamic-parameter MDPs, to capture environments with persistent, unobserved changes.	other
119	1654	2020-06-30 03:58:46	3D Detection and Domain Adaptation	1st Place Solution for Waymo Open Dataset Challenge	computer-vision
120	1659	2020-07-01 02:26:20	Evaluation of Text Generation: A Survey	Evaluation methods of natural language generation (NLG) and language modeling.	natural-language-processing
121	1661	2020-07-01 06:42:59	SpineNet: A Novel Architecture for Object Detection	A meta architecture called a scale-permuted model that enables two major improvements on backbone architecture design,iscovered with neural architecture search.	computer-vision
122	1665	2020-07-01 07:17:48	BERTology Meets Biology	Interpreting Attention in Protein Language Models.	natural-language-processing
123	1681	2020-07-03 04:02:52	A Survey on Deep Learning for Localization and Mapping	Towards the Age of Spatial Machine Intelligence	computer-vision
124	1685	2020-07-03 04:12:28	Text Data Cleanup - Dynamic Embedding Visualisation	Identify noisy text in a Machine Translation dataset through dynamic text embedding visualisation.	natural-language-processing
125	1689	2020-07-03 04:29:04	Offline Reinforcement Learning	Challenges, algorithms and benchmarks.	other
126	1692	2020-07-03 04:42:45	Low-Dimensional Hyperbolic Knowledge Graph Embeddings	Low-dimensional knowledge graph embeddings that simultaneously capture hierarchical relations and logical patterns.	other
127	1703	2020-07-04 09:22:50	Awesome Deep RL	This project is built for people who are learning and researching on the latest deep reinforcement learning methods.	other
128	1709	2020-07-05 05:25:34	Anti-Patterns in NLP (8 types of NLP idiots)	A talk which discusses the recurring industrial problems in making NLP solutions.	natural-language-processing
129	1715	2020-07-06 18:25:16	Image Classifier	Pure JavaScript Image Classifier	computer-vision
130	1717	2020-07-07 04:09:35	TaBERT	Pretraining for Joint Understanding of Textual and Tabular Data	natural-language-processing
131	1719	2020-07-07 04:17:11	Texthero	Text preprocessing, representation and visualization from zero to hero.	natural-language-processing
132	1743	2020-07-09 01:51:41	How to Benchmark Models with Transformers	HuggingFace's Transformer library allows users to benchmark models for both TensorFlow 2 and PyTorch using the PyTorchBenchmark and TensorFlowBenchmark classes.	natural-language-processing
133	1756	2020-07-10 02:53:13	Linear Attention Transformer	A fully featured Transformer that mixes (QKᵀ)V local attention with Q(KᵀV) global attention (scales linearly with respect to sequence length).	natural-language-processing
134	1770	2020-07-11 05:12:49	imgaug	Image augmentation for machine learning experiments.	computer-vision
135	1779	2020-07-11 05:48:03	All Models and checkpoints - Hugging Face	Massive (and growing) collection of NLP models are nearly any NLP tasks, especially those involving the use of transformers.	natural-language-processing
136	1799	2020-07-11 06:49:38	FlashText	Extract Keywords from sentence or Replace keywords in sentences.	natural-language-processing
137	1804	2020-07-11 07:04:25	Text Preprocessing in Python using spaCy library	In this article, we have explored Text Preprocessing in Python using spaCy library in detail. This is the fundamental step to prepare data for applications.	natural-language-processing
138	1805	2020-07-11 07:12:32	Segmentation Models	Segmentation models with pretrained backbones. Keras and TensorFlow Keras.	computer-vision
139	1825	2020-07-11 08:43:20	MLflow: A Machine Learning Lifecycle Platform	Open source platform for the machine learning lifecycle.	mlops
140	1827	2020-07-11 08:56:02	token2index	A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.	natural-language-processing
141	1853	2020-07-13 20:23:32	The Transformer Neural Network Architecture Explained	⚙️ It is time to explain how Transformers work. If you are looking for an easy explanation, you are exactly right!	natural-language-processing
142	1858	2020-07-14 03:30:14	QSVM	Quantum SVM for sentiment analysis	natural-language-processing
143	1866	2020-07-14 22:58:15	PYthon Automated Term Extraction	Term extraction algorithms such as C-Value, Basic, Combo Basic, Weirdness and Term Extractor using spaCy POS tagging.	natural-language-processing
144	1870	2020-07-15 20:38:36	Interpretability and Analysis of Models for NLP	An in-depth look at interpretability and analysis of models for NLP (ACL 2020).	natural-language-processing
145	1888	2020-07-17 16:53:37	Monitoring Machine Learning Models in Production	Once you have deployed your machine learning model to production it rapidly becomes apparent that the work is not over.	mlops
146	1901	2020-07-19 08:31:43	Quora Question Pair Similarity	Identify which questions asked on Quora are duplicates of questions that have already been asked. Using Text features, classifying them as duplicates or not.	natural-language-processing
147	1905	2020-07-19 14:51:57	PyTorch CNN Trainer	A simple package to fine-tune CNNs from torchvision and Pytorch Image models by Ross Wightman.	computer-vision
148	1934	2020-07-21 01:47:01	Graphein	Protein Graph Library	other
149	1935	2020-07-21 04:44:52	Integrated Gradients in TensorFlow 2	In this tutorial, you will walk through an implementation of IG step-by-step in TensorFlow 2 to understand the pixel feature importances of an image classifier.	computer-vision
150	1950	2020-07-23 00:42:09	GPT-3: A Hitchhiker's Guide	Post to guide your thinking on GPT-3.	natural-language-processing
151	1959	2020-07-24 10:00:13	TeachEasy: Web app for Text Summarization & Q/A generation	An intuitive Streamlit based web app for Text Summarization and Question Answer generation so as to reduce the work for School teachers.	natural-language-processing
152	1961	2020-07-24 10:38:52	Python Template for All Projects	A template that gives the batteries required to package code, CI checks, auto build and deploy docs, easy PyPi publishing support and docker files.	mlops
153	1964	2020-07-25 02:52:36	MLOps Tutorial Series	How to create an automatic model training & testing setup using GitHub Actions and Continuous Machine Learning (CML).	mlops
154	1972	2020-07-27 02:54:19	Evolution of Representations in the Transformer	The evolution of representations of individual tokens in Transformers trained with different training objectives (MT, LM, MLM - BERT-style).	natural-language-processing
155	1975	2020-07-27 14:09:26	Ensemble methods for object detection	In this repository, we provide the code for ensembling the output of object detection models, and applying test-time augmentation for object detection. This lib	computer-vision
156	1976	2020-07-27 14:12:03	Close-Domain fine-tuning for table detection	In this project, we show the benefits of using models trained on a close domain, using the TableBank dataset, for fine-tuning table detection models. In additio	computer-vision
157	1997	2020-07-29 16:13:46	Image Classification by @carrycooldude	Image Classification using TFLite and ImageNet by @carrycooldude	computer-vision
158	2007	2020-07-30 14:47:39	CLoDSA: A Tool for Augmentation in Computer Vision tasks	CLoDSA is an open-source image augmentation library for object classification, localization, detection, semantic segmentation and instance segmentation. It supp	computer-vision
159	2010	2020-07-30 15:00:43	FrImCla: A framework for image classification	FrImCla is an open-source framework for Image Classification using traditional and deep learning techniques. It supports a wide variety of deep learning and c	computer-vision
160	2011	2020-07-30 15:02:04	UFOD: A Unified Framework for Object Detection	UFOD is an open-source framework that enables the training and comparison of object detection models on custom datasets using different underlying frameworks an	computer-vision
161	2023	2020-08-01 14:46:19	Why You Should Do NLP Beyond English	7000+ languages are spoken around the world but NLP research has mostly focused on English. This post outlines why you should work on languages other than Eng.	natural-language-processing
162	2025	2020-08-01 14:57:11	Haystack — Neural Question Answering At Scale	🔍 Transformers at scale for question answering & search	natural-language-processing
163	2034	2020-08-03 04:00:29	Finding Similar Documents with Transformers	How transformers can help us distill text documents into points in N-dimensional vector spaces.	natural-language-processing
164	2040	2020-08-04 18:00:56	A Barebones Image Retrieval System	This project presents a simple framework to retrieve images similar to a query image.	computer-vision
165	2056	2020-08-06 00:30:49	Fast Sentence Embeddings (fse)	Fast Sentence Embeddings is a Python library that serves as an addition to Gensim.	natural-language-processing
166	2131	2020-08-13 01:39:01	How to Trust Your Deep Learning Code	We will focus on how to write reusable unit tests, so that you “Don’t repeat yourself”.	mlops
167	2137	2020-08-13 02:10:03	Unpopular Opinion - Data Scientists Should Be More End-to-End	I believe data scientists can be more effective by being end-to-end.	mlops
168	2172	2020-08-18 04:12:18	Compression of Deep Learning Models for Text: A Survey	In this survey, we discuss six different types of methods for compression of such models to enable their deployment in real industry NLP projects.	natural-language-processing
169	2186	2020-08-18 23:24:41	AI in Medicine and Imaging - Stanford Symposium 2020	Through the AIMI Symposium we hope to address gaps and barriers in the field and catalyze more evidence-based solutions to improve health for all.	computer-vision
170	2195	2020-08-20 20:45:52	Streamlit Terran Timeline	A face-recognition timeline generator tool for any kind of video!	computer-vision
171	2199	2020-08-21 08:37:20	How to Set Up Continuous Integration for Machine Learning	How to Set Up Continuous Integration for Machine Learning with Github Actions and Neptune: Step by Step Guide.	mlops
172	2200	2020-08-21 12:45:54	Bad passwords and the NIST guidelines	Example project provided by DataCamp. In this project, you will write code that automatically detects and flags the bad passwords.	natural-language-processing
173	2232	2020-08-27 11:00:34	GenRL	GenRL is a PyTorch-First Reinforcement Learning library centered around reproducible and generalizable algorithm implementations.	other
174	2246	2020-08-30 06:05:21	Questgen- An NLP library for state-of-the-art Question Generation	Questgen AI is an opensource, easy to use NLP library for Question generation. It can generate MCQs, Boolean (Yes/No), FAQs and also paraphrase any question.	natural-language-processing
175	2250	2020-08-31 09:20:55	Text Data Augmentation with MarianMT	Learn how to use machine translation models in Hugging Face Transformers for data augmentation.	natural-language-processing
176	2262	2020-09-03 12:10:24	R.U.Stoked	NLP (Sentiment Analysis) project to demonstrate a pipeline of data from the very first stage of data collection through ML model deployment.	natural-language-processing
177	2266	2020-09-04 01:42:26	Wav2Lip: Accurately Lip-syncing Videos In The Wild	A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild	computer-vision
178	2271	2020-09-05 07:10:06	Latest advancements in video streaming with AI	AI developments in video streaming using Super-resolution, Per-title encoding, P2P	computer-vision
179	2289	2020-09-08 04:12:41	ElasticTransformers	Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers.	natural-language-processing
180	2310	2020-09-12 12:33:20	Image Super-Resolution	In this project we learn how to train a super-resolution model ESPCN on DIV2K dataset to upscale images using AI by 3x	computer-vision
181	2312	2020-09-12 22:33:56	Codequestion	Ask coding questions directly from the terminal.	natural-language-processing
182	2336	2020-09-19 08:40:37	G-SimCLR	TensorFlow implementation of G-SimCLR.	computer-vision
183	2339	2020-09-19 11:17:48	Neural CDEs for Long Time-Series via the Log-ODE Method	NCDEs for Long Time-Series via the Log-ODE Method.	other
184	2350	2020-09-22 03:07:29	Part 1: Deep Representations, a way towards neural style transfer	A top down approach to conceiving neural style transfer	computer-vision
185	2366	2020-09-25 02:26:00	Help-Me-Read: Text Summarization using Flask and HuggingFace.	Text summarization, translation and Questions Answers generation using HuggingFace and deployed using Flask, Streamlit. Detailed guide on github.	natural-language-processing
186	2367	2020-09-25 07:39:43	Interactive Analysis of Sentence Embeddings	Learn how to interactively explore sentence embedding and labels in Tensorflow Embedding Projector.	natural-language-processing
187	2390	2020-09-28 05:46:03	mini-pokedex end to end tutorial - Gotta classify 'em all!	Build a Pokemon image classifier to classify the awesome starters Pikachu, Charmander, Squirtle, and Bulbasaur.	computer-vision
188	2394	2020-09-28 22:46:36	Why Data Quality is Key to Successful ML Ops	A look at ML Ops and highlight how and why data quality is key to ML Ops workflows.	mlops
189	2403	2020-09-30 22:15:07	Easy Data Augmentation (EDA)	Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks	natural-language-processing
190	2413	2020-10-01 23:50:04	Keeping Data Pipelines healthy w/ Great Expectations GH Actions	We show you how you can use GitHub Actions together with the open source project Great Expectations to automatically test, document, and profile data pipelines.	mlops
191	2428	2020-10-05 02:09:23	Efficient Transformers: A Survey	Characterizes a large and thoughtful selection of recent efficiency-flavored "X-former" models.	natural-language-processing
192	2429	2020-10-05 02:16:34	Meta-learning for Few-shot Natural Language Processing: A Survey	Clear definitions, progress summary and some common datasets of applying meta-learning to few-shot NLP.	natural-language-processing