Durgesh Patel's repositories
PlotNeuralNet
Latex code for making neural networks diagrams
annotated-transformer
An annotated implementation of the Transformer paper.
autocast
Forecasting Future World Events with Neural Networks (NeurIPS 2022)
autograd
Efficiently computes derivatives of numpy code.
Autonomous-Vehicles-RL
Autonomous Vehicles choosing Shortest path Using different RL algorithm
awesome-math
A curated list of awesome mathematics resources
awesome-speech-recognition-speech-synthesis-papers
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
CICD-PIPELINE-FOR-WEB-APPLICATION
This project provides a guide for setting up a Continuous Integration and Continuous Deployment (CI/CD) pipeline for a web application, using popular tools such as Jenkins and Git. The guide covers the prerequisites, installation and configuration of Jenkins, creation of a Jenkins job, automation of the pipeline, and deployment to a web server.
CNTK
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
CompilerGym
Reinforcement learning environments for compiler and program optimization tasks
gsoc
Google Summer of Code - Zarr
HARK
Heterogenous Agents Resources & toolKit
ivy
The Unified Machine Learning Framework
Lux-Design-S2
Repository for the Lux AI Challenge, season 2. Hosted on @kaggle
pml2-book
Probabilistic Machine Learning: Advanced Topics
pymc
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Self-driving-vehicle
Simulation of path planning for self-driving vehicles in Unity. This is also an implementation of the Hybrid A* pathfinding algorithm which is useful if you are interested in pathfinding for vehicles.
tensorflow
An Open Source Machine Learning Framework for Everyone
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.