Harsh Nilesh Pathak's repositories
awesome-nn-optimization
Awesome list for Neural Network Optimization methods.
continuation-jax
Continuation methods of Deep Neural Networks optimization, deep-learning, homotopy, bifurcation-analysis, continuation
SRGAN-tensorflow
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
rl-project
RL project at WPI for ML (CS 539) class by Prof. Kyumin Lee
CLoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
DeepLearning_Keras
Only Applications of (feed-forward, convolution, LSTMs)Deep learning with Keras.
docs
The open-source repo for docs.github.com
freelance-template
Freelancer is a startup template for entrepreneurs or freelancers. Built with Nextjs and TailwindCSS.
fully-local-pdf-chatbot
Yes, it's another chat over documents implementation... but this one is entirely local!
iterativennsimple
A simple version of iterativenn for anyone to use
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
llama3
The official Meta Llama 3 GitHub site
loramaster
Low rank and Sprase fineuning for foundation models
lorax
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
post--convexscope-nn
Example Distill article repository—clone, rename, start writing!
python-smote
SMOTE: Synthetic Minority Over-sampling Technique
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
the-gan-zoo
A list of all named GANs!
TSCL
Teacher-Student Curriculum Learning code