sadaksh

realtime-indexer-qa-chat

Streamlit app providing real-time question-answering chat over a document collection.

AWS-SAA-C02-Study-Guide

How to become a certified AWS Solutions Architect

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Data-Science-Interview-Questions-Answers

Curated list of data science interview questions and answers

Roadmap-To-Learn-Generative-AI-In-2024

Data-Science-From-Linkedin

This repository focuses on saving my linkedin articles and stuff that I find "USEFUL" on LinkedIn.

scipy

SciPy library main repository

automated_decline_curve_analysis_oil_and_gas_wells

This Python script uses webscraped Bakken data to generate automated exponential and hyperbolic decline curves for production forecasting for individual wells.

pyresim

Reservoir simulator in Python language

pyreservoir

Python utilities for reservoir engineering calculations

Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy

Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy

battery-rul-estimation

Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs

PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

The-Grand-Complete-Data-Science-Materials

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

openai-cookbook

Examples and guides for using the OpenAI API

Generative-AI-with-LLMs

In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.

PiML-Toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics

StudyMaterial

prml

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

Visual-Template-Free-Form-Parsing

Code for my ICDAR paper "Deep Visual Template-Free Form Parsing"

Extract_key_information_Document_understanding

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Graph-Convolution-on-Structured-Documents

This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification

spark_calibration

Spark Calibration - A python package for calibrating probabilities predicted by ML model involving large training & test datasets as spark dataframes

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

unsloth

Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

llm_rules

RuLES: a benchmark for evaluating rule-following in language models

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.