Shamik Kundu's Projects
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
:atom: The hackable text editor
Notebooks from Coursera Mathematics for Machine Learning 3-course specialization
Repo for the Deep Learning Nanodegree Foundations program.
object detection API powered by DETR and FastAPI
Implementation of various distributed computing algorithms
The purpose of this repo is to try out dstack.ai features
Data Version Control
Easily ensemble results generated by multiple models by uploading CSVs
Data analysis and visualization from Facebook personal profile data.
A Pytorch and TF implementation of the paper "Fast Dense Feature Extraction with CNNs with Pooling Layers"
semantic segmentation with focal loss
Gateoverflow related ML problems and proposed solutions
A collection of useful .gitignore templates
Just another repository
IR programming assignements solutions
Label Studio is a multi-type data labeling and annotation tool with standardized output format
Helm chart for MLApi
A collection of MLOps services on Kubernetes.
Model Serving on PyTorch
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
Datasets, Transforms and Models specific to Computer Vision
NS-3 programming assignments and solutions
Get various EDA results from YouTube watch history data