thiwankajayasiri's repositories
aiconfig
aiconfig -- config-driven, source control friendly AI application development
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
big_vision
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
COMP842
COMP842 - Applied Blockchains and Cryptocurrencies at Auckland University of Technology
croissant
Croissant is a high-level format for machine learning datasets that brings together four rich layers.
data-contract-template
Template for a data contract used in a data mesh.
data-science-template
Template for a data science project
flask-api
This Flask-based RESTful API provides a comprehensive backend solution for employee management.
gpt-fast
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
knowledge-gpt
Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.
LibMTL
A PyTorch Library for Multi-Task Learning
lit-gpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
manim
Animation engine for explanatory math videos
mergekit
Tools for merging pretrained large language models.
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
MiniGPT-4
Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
mlops-course
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Model-References
TensorFlow and PyTorch Reference models for Gaudi(R)
opentofu
OpenTofu lets you declaratively manage your cloud infrastructure.
Python
All Algorithms implemented in Python
rags
Build ChatGPT over your data, all with natural language
segment-anything-annotator
We developed a python UI based on labelme and segment-anything for pixel-level annotation. It support multiple masks generation by SAM(box/point prompt), efficient polygon modification and category record. We will add more features (such as incorporating CLIP-based methods for category proposal and VOS methods for video datasets
tensorspace
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
voxel2mesh
Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data
YOLOP
You Only Look Once for Panopitic Driving Perception.（MIR2022）