Aditya Bhattacharya's repositories
unsupervised-anomaly-detection
This repository describes the implementation of an unsupervised anomaly detector using the Anomalib library.
Awesome-XAI-Evaluation
Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems
TalkToModel
TalkToModel gives anyone with the powers of XAI through natural language conversations đź’¬!
FastAPI_Docker_Deployment
Deploying ML Models using Docker and FastAPI
AiTutorials
Reporsitory for AI Tutorials
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
ComputerVision-CovNet
Basic Python CovNet Keras scripts for beginners
Daily-Dose-of-Data-Science
A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/
DailyDoseOfDataScience
Daily Dose of Data Science
DataScience101
Repository and detailed plan to become an applied data scientist within 2 months
DataViz_Workshop
Data Visualization Workshop KU Leuven - Data Visualization Tools and Libraries
dcai-lab
Lab assignments for Introduction to Data-Centric AI, MIT IAP 2023 👩🏽‍💻
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Educative_SSDS_course
Educative course on Stepping Stones of Data Science
GenerativeAI
Generative AI
HCI_design
Repo for HCI design survey
interpretable-ml-book
Book about interpretable machine learning
ml-powered-applications
Companion repository for the book Building Machine Learning Powered Applications
Modern-Generative-AI-with-ChatGPT-and-OpenAI-Models
Modern Generative AI with ChatGPT and OpenAI Models, published by Packt
online-cv
A minimal Jekyll Theme to host your resume (CV)
phoenix
ML Observability in a Notebook - Uncover Insights, Surface Problems, Monitor, and Fine Tune your Generative LLM, CV and Tabular Models
Project-Perception
An open source project for practical applications using Computer Vision
Python-for-HPC
Repository for participants of the "Python for HPC" training
Python-on-GPUs
Repository for the training on using GPUs from Python.
Quantus
Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
Springboard
Submissions for Springboard Data Science curriculum for Nishant Biswas.
transformer_example
Transformer: PyTorch Implementation of "Attention Is All You Need"
upgrad_live_github
UpGrad Live Session on GitHub and Git