Sudipta Singha Roy's repositories
allennlp
An open-source NLP research library, built on PyTorch.
BioCreative-Track1-Drug-Protein-Relation-Extract
BioCreative Challenge
blog
Public repo for HF blog posts
Book_List
Python, Machine Learning, Deep Learning and Data Science Books
CS9670_final_project
This is the code for the final project which is the implementation of the sentiment analysis using information distilled LSTM
Deep-learning-books
Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。
Deep-Reinforcement-Learning-Hands-On
Hands-on Deep Reinforcement Learning, published by Packt
DeepLearningWithTF2.0
Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book
DeepReinforcementLearningInAction
Code from the Deep Reinforcement Learning in Action book from Manning, Inc
HackerRankSolutions
My HackerRank Solutions for Python, Java, C, C++, Shell, SQL, JavaScript and Interview Preparation Kit
Hands-on-Machine-Learning-with-Scikit-Learn-Keras-and-TensorFlow
Part I: Notebooks & Code "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Learn_Machine_Learning
My Road to Machine Learning
neuralcoref
✨Fast Coreference Resolution in spaCy with Neural Networks
nli
Enhanced LTSM for natural language inference
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
pytorch-pretrained-BigGAN
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
RoBERT_Recurrence_over_BERT
pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781
Survival-Analysis-using-Deep-Learning
This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
tensorflow-safari-course
Exercises and solutions to accompany my Safari course introducing TensorFlow.
transfer-learning-conv-ai
🦄 State-of-the-Art Conversational AI with Transfer Learning
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
Tree-Transformer
Implementation of the paper Tree Transformer