Ananth Gundabattula's repositories
AI_Curriculum
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
allennlp
An open-source NLP research library, built on PyTorch.
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
captum
Model interpretability and understanding for PyTorch
CodeSearchNet
Datasets, tools, and benchmarks for representation learning of code.
cvxpy
A Python-embedded modeling language for convex optimization problems.
cvxpylayers
Differentiable convex optimization layers
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dtreeviz
A python library for decision tree visualization and model interpretation.
fastbook
Draft of the fastai book
Feature-Selection-in-Machine-Learning-using-Python-All-Code
Feature Selection in Machine Learning using Python All Code
ghidra
Ghidra is a software reverse engineering (SRE) framework
gloo
Collective communications library with various primitives for multi-machine training.
graph_nets
Build Graph Nets in Tensorflow
Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
multi-agent-emergence-environments
Environment generation code for the paper "Emergent Tool Use From Multi-Agent Autocurricula"
plato
腾讯高性能分布式图计算框架Plato
prefect
The Prefect Core workflow engine
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
program-y
Python 3.x based AIML 2.0 Chatbot interpreter, framework, related programs and knowledge files
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
ReAgent
A platform for Applied Reinforcement Learning (Applied RL)
semantic
Parsing, analyzing, and comparing source code across many languages
SPTAG
A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.
Survey_of_Deep_Metric_Learning
A comprehensive survey of deep metric learning and related works
torchbeast
A PyTorch Platform for Distributed RL
xlnet
XLNet: Generalized Autoregressive Pretraining for Language Understanding