MITAI's repositories
Adnotrain
Adnotrain
ai_menu_llamaIndex
a better menu
ChangeFormer
Official PyTorch implementation of our IGARSS'22 paper: A Transformer-Based Siamese Network for Change Detection
cutie-for-invoices-torch
Deep neural network to extract intelligent information from invoice documents using PyTorch.
deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
dockerfiles
Clear Linux-based Docker containers
fastapi-cv
Creating a face detection FastAPI in Heroku
FastSAM
Fast Segment Anything
greykite_time_series_analysis_forecasting
A flexible, intuitive and fast forecasting library
JoinNERModel
Code and notebooks associated with my blogposts
Kats_Time_series_prediction
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
KYC-train-model
Train TensorFlow model for KYC
LETNet
This repository is an official PyTorch implementation of our paper “LETNet: Lightweight-Real-time-Semantic-Segmentation-Network-with-Efficient-Transformer-and-CNN”.(TITS2023)
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.
llama-recipes
Examples and recipes for Llama model
llama2-chatbot
LLaMA v2 Chatbot
Local
Local usage
mixtral
Mixtral on Your Local Computer
Practical-Time-Series-In-Python
Practical guidance for time series analysis in Python
privateGPT
Interact privately with your documents using the power of GPT, 100% privately, no data leaks
python-apps
Python applications.
pytorch-deep-learning
Materials for upcoming beginner-friendly PyTorch course (work in progress).
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
Siam-NestedUNet
The pytorch implementation for "SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images"
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
tensorflow-deep-learning-course
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
yolov5-fastapi
Machine Learning Model API using YOLOv5 with FAST API