ihalage

MetaZero

MetaZero - A reinforcement learning program to optimise metasurface radar cross section (RCS) by self-playing. Inspired by AlphaZero.

analogmat

Unsupervised fingerprinting of disordered solids leading to analogical materials discovery.

Finder

Formula graph self-attention network for representation-domain independent materials discovery (Finder)

radar_imaging

A convolutional neural network for for point target detection using radar signal data

Speak_with_ChatGPT

Simple python-only code to have a voice conversation with ChatGPT.

AIMat

AIMat - An AI based software to predict the dielectric properties of composite materials. Implemented for 5G materials discovery

Automated_car_park

Deep neural network for license plate recognition. Vehicle tracking and parking violation notification.

reinforcement_learning

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

audio_recognizer

RNN based spoken digit recognizer

ferroelectric-modelling

Modelling of ferroelectric-dielectric composite materials using human-machine interactive learning

BerryPI

Software to study polarization of crystalline solids with density functional all-electron package

caffe

Caffe: a fast open framework for deep learning.

char_rec

Neural Network for character recognition. From the scratch using python and using tensorflow

easy_seq2seq

[unmaintained] go to https://github.com/suriyadeepan/practical_seq2seq

gpt4all

gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

gym

A toolkit for developing and comparing reinforcement learning algorithms.

keras-rl

Deep Reinforcement Learning for Keras.

LaTeX-templates

Graduate School LaTeX templates for Lab rotation proposal + report, OIST beamer and Thesis + thesis proposal

mat2vec

Supplementary Materials for Tshitoyan et al. "Unsupervised word embeddings capture latent knowledge from materials science literature", Nature (2019).

matbench

Matbench: Benchmarks for materials science property prediction

Megatron-LM

Ongoing research training transformer language models at scale, including: BERT

openai-python

picoGPT

An unnecessarily tiny and minimal implementation of GPT-2 in NumPy.

pymatgen

Python Materials Genomics (pymatgen) is a robust materials analysis code that defines classes for structures and molecules with support for many electronic structure codes. It powers the Materials Project.

texmaker-3.3.3

A repo to fix some of Texmakers Bugs

textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.