Mounika Kotha (Semi-2-AI-ML-Journey)

Semi-2-AI-ML-Journey

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Mounika Kotha's starred repositories

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graph

A library for high-performant graph algorithms.

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llm-graph-builder

Neo4j graph construction from unstructured data using LLMs

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data-engineering-zoomcamp

Free Data Engineering course!

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graph-fraud-detection-papers

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

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DGFraud

A Deep Graph-based Toolbox for Fraud Detection

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GNN-finance

Curated list of Graph Neural Network Applications in Business, Finance and Banking

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dspy

DSPy: The framework for programming—not prompting—foundation models

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graph-data-science-client

A Python client for the Neo4j Graph Data Science (GDS) library

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resources

Slides and exercises from talks

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fastai

The fastai deep learning library

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segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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UNet_Biomedical_Image_Segmentation

Implementation of the paper "UNet: Convolutional Networks for Biomedical Image Segmentation"

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fastai2

Temporary home for fastai v2 while it's being developed

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awesome-machine-learning-startups-berlin

🤖 A curated list of machine learning & artificial intelligence startups in Berlin (Germany)

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PixelAnnotationTool

Annotate quickly images.

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detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

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labelImg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

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Mask_RCNN

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

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evolution-rules-of-deterministic-ca-for-multichannel-brain

CUDA GPU programs and Matlab invocation scripts for variations on the GrowCut cellular automaton.

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PytorchDigitalPathology

An implementation of Unet for pytorch designed for digital pathology segmentation

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awesome-interview-questions

:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:

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