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SowmyaGunda's Projects

machine-learning icon machine-learning

Implementation of different ML Algorithms from scratch, written in Python 3.x

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mit-deep-learning icon mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

mlops-course icon mlops-course

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

models icon models

Models and examples built with TensorFlow

pedestrian-detection icon pedestrian-detection

Pedestrian detection using the TensorFlow Object Detection API. Includes multi GPU parallel processing inference.

privacy icon privacy

Library for training machine learning models with privacy for training data

pyod icon pyod

A Python Toolkit for Scalable Outlier Detection (Anomaly Detection)

python icon python

All Algorithms implemented in Python

som-tsp icon som-tsp

Solving the Traveling Salesman Problem using Self-Organizing Maps

surprise icon surprise

A Python scikit for building and analyzing recommender systems

tf2_course icon tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

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