Pinned Repositories
alogrithms_python
Misc code
bert-ner
NER using BERT
coevondm
CoevoNDM - An implementation of Co-operative Co-evolution for evolving the various architectural components of Artificial Neural Networks. Specifically, this involves evolving the weights, topology and choice of activation functions for each unit of the Artificial Neural Network. I released this code sometime before my PhD viva in 2016.
ColossalAI
Making large AI models cheaper, faster and more accessible
cuda
CUDA code for evolutionary optimization of neural network weights. I used this to evolve the weights of artificial neural networks that I was working on during my PhD in 2016.
darknet-neural-net-config-generator
Darknet Neural Network Configuration File Generator
dojo
Dojo contains a number of algorithms implemented from scratch with visualisations
heart-disease-notebooks
Cardiovascular diseases (CVDs) are the number 1 cause of death globally, taking an estimated 17.9 million lives each year.(WHO)
intuitive_intro_to_ann_ml
An Intuitive Introduction to Artificial Neural Network and Machine Learning
skypilot
SkyPilot is a framework for easily running machine learning workloads on any cloud through a unified interface.
adamuas's Repositories
adamuas/ColossalAI
Making large AI models cheaper, faster and more accessible
adamuas/skypilot
SkyPilot is a framework for easily running machine learning workloads on any cloud through a unified interface.
adamuas/sudo_rm_rf
Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-Resolution Features which enables a more efficient way of separating sources from mixtures.
adamuas/astro-example-dags
adamuas/candle
Minimalist ML framework for Rust
adamuas/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
adamuas/FastChat
The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"
adamuas/flash-attention
Fast and memory-efficient exact attention
adamuas/langchain
⚡ Building applications with LLMs through composability ⚡
adamuas/llama.cpp
Port of Facebook's LLaMA model in C/C++
adamuas/LLaVA
[NeurIPS'23 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards GPT-4V level capabilities.
adamuas/llm
An ecosystem of Rust libraries for working with large language models
adamuas/mlops-mlplatform-on-eks
Terraform frame to deploy a MLOps plattform on AWS EKS using Airflow, MLflow, and Jupyterhub.
adamuas/mmocr
OpenMMLab Text Detection, Recognition and Understanding Toolbox
adamuas/NaLLM
Repository for the NaLLM project
adamuas/PowerInfer
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
adamuas/pyradio
Curses based internet radio player
adamuas/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
adamuas/pytorchAE
An Implementation of Variational AutoEncoders using PyTorch
adamuas/StarSpace
Learning embeddings for classification, retrieval and ranking.
adamuas/terraform-aws-sagemaker-huggingface
adamuas/terraform-cloudrun-example
Serverless CI/CD pipeline on GCP using Terraform
adamuas/terraform-google-cloud-run
Deploys apps to Cloud Run, along with option to map custom domain
adamuas/tweetnlp
TweetNLP for all the NLP enthusiasts working on Twitter! The Python library tweetnlp provides a collection of useful tools to analyze/understand tweets such as sentiment analysis, emoji prediction, and named entity recognition, powered by state-of-the-art language models specialised on Twitter.
adamuas/twint
An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.
adamuas/whisper
adamuas/whisper-jax
adamuas/whisper.cpp
Port of OpenAI's Whisper model in C/C++
adamuas/yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
adamuas/yolov9
Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information