sundeepblue

movie_rating_prediction

Predict movie's IMDB rating

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

minimal-nn

A minimal implementation of neural network for MNIST experiment. Used as an exercise to help understanding Backpropagation by implementing it in NumPy.

MLAlgorithms

Minimal and clean examples of machine learning algorithms

DeepLearningBook

MIT Deep Learning Book in PDF format

DeepReinforcementLearning

A replica of the AlphaZero methodology for deep reinforcement learning in Python

acme

A library of reinforcement learning components and agents

algorithmic_trading_book

2 books and related source codes for algorithmic trading.

algorithms

Minimal examples of data structures and algorithms in Python

Apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

betago

BetaGo: AlphaGo for the masses, live on github.

ChatterBot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots.

ELF

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

gs-quant

Python toolkit for quantitative finance

JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

Learn-Algorithmic-Trading

Learn Algorithmic Trading, Published by Packt

leela-zero

Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper.

llama2.c

Inference Llama 2 in one file of pure C

llamafile

Distribute and run LLMs with a single file.

mamba

markdown-to-json

A tool to turn Markdown into a nested JSON structure.

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

minigo

An open-source implementation of the AlphaGoZero algorithm

openchat

OpenChat: Advancing Open-source Language Models with Imperfect Data

pyhdfs

Python HDFS client

tensorflow-white-paper-notes

Annotated notes and summaries of the TensorFlow white paper, along with SVG figures and links to documentation

TensorSlow

Re-implementation of TensorFlow in pure python, with an emphasis on code understandability