Sudipta Singha Roy's repositories
CS9670_final_project
This is the code for the final project which is the implementation of the sentiment analysis using information distilled LSTM
BioCreative-Track1-Drug-Protein-Relation-Extract
BioCreative Challenge
Survival-Analysis-using-Deep-Learning
This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
RoBERT_Recurrence_over_BERT
pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781
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.
Tree-Transformer
Implementation of the paper Tree Transformer
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
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
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
transfer-learning-conv-ai
🦄 State-of-the-Art Conversational AI with Transfer Learning
blog
Public repo for HF blog posts
nli
Enhanced LTSM for natural language inference
allennlp
An open-source NLP research library, built on PyTorch.
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.
neuralcoref
✨Fast Coreference Resolution in spaCy with Neural Networks
Book_List
Python, Machine Learning, Deep Learning and Data Science Books
tensorflow-safari-course
Exercises and solutions to accompany my Safari course introducing TensorFlow.
Learn_Machine_Learning
My Road to Machine Learning
Deep-Reinforcement-Learning-Hands-On
Hands-on Deep Reinforcement Learning, published by Packt
DeepReinforcementLearningInAction
Code from the Deep Reinforcement Learning in Action book from Manning, Inc
pytorch-pretrained-BigGAN
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
DeepLearningWithTF2.0
Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book
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。
SC-FEGAN
SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color (ICCV2019)
HackerRankSolutions
My HackerRank Solutions for Python, Java, C, C++, Shell, SQL, JavaScript and Interview Preparation Kit
PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info