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Free, simple, and intuitive online database diagram editor and SQL generator.
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…
Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search
A minimal GPU design in Verilog to learn how GPUs work from the ground up
Retreival Augmented Generation (RAG) chatbot for my blog
UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
Algorithms for explaining machine learning models
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
A Python library that helps data scientists to infer causation rather than observing correlation.
Android App that can do ocr and translate text in images offline using Google ML-Kit
Fit interpretable models. Explain blackbox machine learning.
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
The AMLSim project is intended to provide a multi-agent based simulator that generates synthetic banking transaction data together with a set of known money laundering patterns - mainly for the pur…
This repository contains the final report of my research Internship at Indian Statistical Institute.
Notebooks about Bayesian methods for machine learning
A repository demonstrating deploying ML models using Triton + FastAPI + Docker
From first principles to practical tips
A curated list of awesome resources such as books, tutorials, courses, open-source libraries, exercises, and other materials that support Pythonistas in the making, and Pythonistas migrating into D…
UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform…
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
Statistical Rethinking Course for Jan-Mar 2023
Code for ICML 2019 paper Dirichlet Simplex Nest and Geometric Inference
A playbook for systematically maximizing the performance of deep learning models.
Taxonomy of Benchmarks in Graph Representation Learning
Learn to program in the Julia Programming Language over the course of 30 days!
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more