Vinay Varma's repositories
pytorch-pretrained-BERT
The Big-&-Extending-Repository-of-Transformers: PyTorch pretrained models for Google's BERT, OpenAI GPT & GPT-2 and Google/CMU Transformer-XL.
allennlp
An open-source NLP research library, built on PyTorch.
SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch.
OpenNMT-py
Open Source Neural Machine Translation in PyTorch
lagom
lagom: A light PyTorch infrastructure to quickly prototype reinforcement learning algorithms.
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
seq2seq-pytorch
Sequence to Sequence Models in PyTorch
fixup
Fixup initialization implementation
deep-learning-book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
trfl
TensorFlow Reinforcement Learning
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
pytorch-A3C-1
Simple A3C implementation with pytorch + multiprocessing
tensorlayer
Deep Learning and Reinforcement Learning Library for Developers and Scientists
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
practicalAI
A practical approach to learning machine learning.
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
niveshi_data_generator
For project related to Niveshi Interview
Tutorial_BayesianCompressionForDL
A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).
pytorch-a2c-ppo-acktr
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).
vel
Velocity in deep-learning research
pytorch-flows
PyTorch implementations of algorithms for density estimation
Microsoft-Malware-Detection
Can we identify a malware by just looking at it's byte code.
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
Quora-Intent-segregation
This repository aims to segregate questions with similar intent into the same group .This is useful for sites like Quora.Here I explore various techniques to predict whether any given pair of questions are similar ?
PersonalizedCancerDiagnosis
Cancer Diagnosis with Machine Learning
handful-of-trials
Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
pycma
Python implementation of CMA-ES
Practical-Deep-Learning-
Practical Deep Learning : A beginner tutorial to get up and running with practical deep learning.