axe76 Goto Github PK

quadropong

An efficient NEAT implementation on a multi-agent Pong environment

ravdl

Raven Distribution Framework's Deep Learning Library

ravenverse

The foundation for any Machine Learning or Deep Learning Framework. Simply put, it is more like a decentralized calculator, comparable to a decentralized version of the IBM machines the were used to launch the Apollo astronauts. Apart from building ML/DL frameworks, a lot more can be done on it, such as maximizing yield on your favorite defi protocols like Compound and more!

ravftp

ravjs

Raven Distribution Framework's Javascript Library

ravop

Op is the fundamental unit of RDF. RavOp is our library to work with ops. You can create ops, interact with ops, and create scalars and tensors. RavOp is a crucial building block of the framework. It can be used to write various algorithms, formulas, and mathematical calculations.

ravpy

Python client for federated and distributed computing

recommendation_autoencoder_pytorch

The code is a Stacked Autoencoder made using Pytorch. It takes as input ratings of movies seen by a user and predicts ratings for movies not seen by them i.e. the the blank spaces in the input vector. The following code predicts the rating within an 0.95 of the actual rating when tested.

rl-based-maze-solver

The agent learns how to navigate a maze (defined in Gridworld.py) via an RL based value iteration algorithm. The above is an example of a Markov Decision Process. One may edit the maze to their liking by changing the rewards and obstacle coordinates.

rl-tic-tac-toe

A tic tac toe that learns by exploring/exploiting based on the epsilon greedy policy

rock_pop

This DDPG agent hates rocks.

rummy_rl

A Federated Learning based architecture for training a PPO agent that learns to play Gin Rummy.

scheduler-service

Scheduler service

seq2seq-chatbot

Conversational seq2seq chatbot trained on cornell movie dialog corpus with glove 50 embeddings

socket-codes

Socket codes for various purposes like text, image and video transmission

socket_reverse_shell

A few lines of code using which I can hack your computer. I mean it literally :P

sound-signal-responsive-3d-led-cube

The code is a MATLAB code that allows a 4x4 LED Matrix to respond to the pitch of sound signals and Light Up the appropriate number of Rows,

speech-to-text-implementations

Repo with TF 2.0 implementation of a Wavenet based architecture as well as a transformer based model

speech_emotion_recognition

Speech Emotion Recognition using MFCCs of .wav files using LSTMs

sudoku_rl

telegram-sentiment-analyzer

Sentiment analysis on the twitter comment data-set of kaggle.

tenome

Project on Vision for Blind made for Code2Create Hack

transfomer-text-to-image-gan

Text to Image GAN on Caltech-UCSD Birds Dataset. Utilizes a transformer architecture to extract features from the text captions

transformer-stuff

A few transformer-attention based stuff for NLP related tasks

vision_translator

A project that takes image of German text as input and outputs the English translation

vqa_transformer

Lightweight Transformer based model for VQA

waste-classification-cnn

A CNN model trained to classify items into either organic category or recyclable category