Mohamed Amine Saighi's starred repositories

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CtCI-6th-Edition-Python

Cracking the Coding Interview 6th Ed. Python Solutions

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feature-engineering-for-time-series-forecasting

Code repository for the online course "Feature Engineering for Time Series Forecasting".

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coursera_How-to-Win-a-Data-Science-Competition-Learn-from-Top-Kagglers

Labs and Project from the course "How to Win a Data Science Competition: Learn from Top Kagglers"

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Point-MAE

[ECCV2022] Masked Autoencoders for Point Cloud Self-supervised Learning

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PointCloudDatasets

3D point cloud datasets in HDF5 format, containing uniformly sampled 2048 points per shape.

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Pointcept

Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT (CVPR'24), OA-CNNs (CVPR'24), MSC (CVPR'23)

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PointCloudTransformer

Implementation of PCT(Point Cloud Transformer) in PyTorch.

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PointAugment

Code for PointAugment: an Auto-Augmentation Framework for Point Cloud Classification, CVPR 2020 (Oral)

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point-cloud-utils

An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.

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pointcloud-analysis

Codes for the Point Cloud Analysis Project (IPL Lab, Sharif UT)

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torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

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PCT

Jittor implementation of PCT:Point Cloud Transformer

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HyCoRe

Code for "Rethinking the compositionality of point clouds through regularization in the hyperbolic space" (NeurIPS 2022)

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PointView-GCN

The code and dataset will be available soon here

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nuscenes-devkit

Devkit for the public 2019 Lyft Level 5 AV Dataset (fork of https://github.com/nutonomy/nuscenes-devkit)

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pointnet

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

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exhaustive-weighted-random-sampler

The missing distributed weighted random sampler for PyTorch

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AnoGAN-pytorch

Pytorch implementation of "Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery"

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vector_engine

Build a semantic search engine with Transformers and Faiss

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BERT4Rec-VAE-Pytorch

Pytorch implementation of BERT4Rec and Netflix VAE.

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ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

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Hackerrank-Artificial-Intelligence

This repository contains the challenges about domains of Artificial Intelligence.

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StainTools

Tools for tissue image stain normalisation and augmentation in Python 3

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ipa

NLP Preprocessing Pipeline Wrappers

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hubmap_2022_htt_solution

Codebase for HuBMAP + HPA - Hacking the Human Body: Human Torus Team solution (3d Place)

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colon_crypt_segmentation

Colon Crypt Segmentation

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CTCDecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

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