Ratthachat (Jung)'s repositories

awesome-biochem-ai

Curated list on Deep Transformers Applications on Biology and Chemistry

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prompt_engineering

Prompt Engineering

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deep-rna

Easy & Pretrained SOTA Deep Learning for RNA strings

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heroplan_streamlit

Heroplan's Data Synergize with Streamlit

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wheatdetection

Pytorch project for https://www.kaggle.com/c/global-wheat-detection

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alexhh-protein-generation

from alex-hh / deep-protein-generation, to update to TF 2.0

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arnie

Python utility to estimate, compare, and reweight RNA energetics across many secondary structure algorithms.

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awesome-rl

Reinforcement learning resources curated

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CodeTrans

Pretrained Language Models for Source code

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deep-vector-quantization

VQVAEs, GumbelSoftmaxes and friends

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dgl-lifesci

Python package for graph neural networks in chemistry and biology

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EfficientDet

EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow

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EquiBind

EquiBind: geometric deep learning for fast predictions of the 3D structure in which a small molecule binds to a protein

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former

Simple transformer implementation from scratch in pytorch

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github-slideshow

A robot powered training repository :robot:

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lux-ai-2021

My published benchmark for a Kaggle Simulations Competition

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mlops_udacity

These are my notes of the Udacity Nanodegree Machine Learning DevOps Engineer.

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models

Models and examples built with TensorFlow

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prachathai-67k

News Article Corpus from Prachathai.com

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PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

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ru-dalle

Generate images from texts. In Russian

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spektral

Graph Neural Networks with Keras and Tensorflow 2.

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ThaiSum

The largest dataset for Thai text summarization from Thairath, ThaiPBS, Prachathai and The Standard with over 350,000 articles. Trained models are provided.

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transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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