Tarek Hamdi's repositories
A_Hybrid_Bandit_Model_with_Visual_Priors_for_Creative_Ranking
A Hybrid Bandit Model with Visual Priors for Creative Ranking in Display Advertising
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
binance-public-data
Details on how to get Binance public data
BTC_Sentiment
Presentation Link: https://youtu.be/EyskhUmbIXg
causalinference_crashcourse
Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks
ccxt
A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges
Coopernaut
Coopernaut: End-to-End Driving with Cooperative Perception for Networked Vehicles
DB
A PyTorch implementation of "Real-time Scene Text Detection with Differentiable Binarization".
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Electronic-Doors-Usage
SPARK CASE: Electronic Doors Usage
kaggle-api
Official Kaggle API
MachineLearningNotebooks
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
mmdetection
OpenMMLab Detection Toolbox and Benchmark
Modern-Time-Series-Forecasting-with-Python
Modern Time Series Forecasting with Python, published by Packt
Neighborhood-Attention-Transformer
[Preprint] Neighborhood Attention Transformer, 2022
ninja
a small build system with a focus on speed
python-binance
Binance Exchange API python implementation for automated trading
python-patterns
A collection of design patterns/idioms in Python
pytorch-GAT
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
recommenders
Best Practices on Recommendation Systems
TextRecognitionDataGenerator
A synthetic data generator for text recognition
vertex-ai-samples
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Yolov5-deepsort-inference
Yolov5 deepsort inference，使用YOLOv5+Deepsort实现车辆行人追踪和计数，代码封装成一个Detector类，更容易嵌入到自己的项目中