A subjective learning guide for generative AI research

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

LLM (Large Language Model) FineTuning

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

LlamaIndex is a data framework for your LLM applications

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

this repository contains codes required to build a Small Language Model, using data gathered from Youtube Videos

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

the AI-native open-source embedding database

Guide for fine-tuning Llama/Mistral/CodeLlama models and more

MobiLlama : Small Language Model tailored for edge devices

A Collection of Papers on the Use of LLM and GenAI in Engineering

Evaluating PEFT methods on T5-small for language model fine-tuning.

NLTK Source

Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.

Physical Symbolic Optimization

Conductive Heat Transfer

Prior Information based NEural neTwork (PiNet) is tailored for constitutive modelling and solving partial differential equations in soil mechanics and geotechnical engineering.

A toolkit for developing and comparing reinforcement learning algorithms.

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

IRS: A Large Synthetic Indoor Robotics Stereo Dataset for Disparity and Surface Normal Estimation

An Industrial Grade Federated Learning Framework

OpenMMLab Detection Toolbox and Benchmark

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

Crack Analysis Tool in Python (CrackPy) - automatic detection and fracture mechanical analysis of (fatigue) cracks using digital image correlation

Pytorch implementation of paper: Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization.

A dense medium radiative transfer equation solver using Monte Carlo method

A playbook for systematically maximizing the performance of deep learning models.

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source …