sagnik1511

free-for-dev

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

llm.c

LLM training in simple, raw C/CUDA

candle

Minimalist ML framework for Rust

awesome-mlops

A curated list of references for MLOps

github-trends

🚀 Level up your GitHub profile readme with customizable cards including LOC statistics!

vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

mage-ai

🧙 Build, run, and manage data pipelines for integrating and transforming data.

YOLOv6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

co-tracker

CoTracker is a model for tracking any point (pixel) on a video.

Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

PytorchGeometricTutorial

Pytorch Geometric Tutorials

iris

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

practical-ml-vision-book

SpCL

[NeurIPS-2020] Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID.

solar-farms-mapping

reinforcementLearning

Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.

Torch-Tutor

Simplified PyTorch Trainer

are-you-a-cat

An MLOps Project for the ZenML Month of MLOps Competition

VBPR

Implementation of Visual Bayesian Personalized Ranking (VBPR) using Numpy

CureGraph

Smart Interface to identify HIV inhibitors

autoprofiling-eda

Simple Demonstration of automatic Dashboarding libraries for Python EDA. Libraries used: dataprep, AutoViz, Pandas_Profiling

sales-statistics-dashboard

Global Sales-Shipping Statistics Dashboard template, prepared using Microsoft PowerBI Desktop. Datasets included in repo!

Food-Classifier-DashBoard

Dashboard to classify food type for images

Eleganto

Calculates interest coefficient of images

Feedback-Prize---Predicting-Effective-Arguments-Kaggle-Challenge

Solution to sample NLP challenge at Kaggle

Align-MacridVAE-data

Processing code for building Align MacridVAE datasets

Segmentation-Detection-Research-Reports

PDF files containing all researches of mine on semantic segmentation and object detection with advanced CV models

Solafune-Solar-Panel-Detection-Challenge

Image Segmentation Competition