kaplansinan Goto Github PK

cheatsheets

My long cheatsheets and reading lists about programming, electronics and more

clustering-of-satellite-data

cnn_fish-detection-classification

cookiecutter-modern-datascience

Start a data science project with modern tools

datascience

Curated list of Python resources for data science.

deeplearningbooktutorial

free-programming-books

:books: Freely available programming books

hiddentreasure

Building location based game for mobile browser

human-pose-estimation-benchmarking-and-action-recognition

Deep Learning Project.

imputation-of-missing-data

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

kaplansinan.github.io

keras-project-template

A project template to simplify building and training deep learning models using Keras.

machinelearning_dataanalysis

masterthesis

matlab-codes

matlab-hmm

Open source HMM toolbox, with Discrete-HMM, Gaussian-HMM, GMM-HMM. (matlab)

mlops

Learn how to responsible deliver value using MLOps.

octretimagegen_clcvae

online-realtime-action-recognition-based-on-openpose

A skeleton-based real-time online action recognition project, classifying and recognizing base on framewise joints, which can be used for safety surveilence.

openpose-plus

High-Performance and Flexible Pose Estimation Framework using TensorFlow, OpenPose and TensorRT

papermill-mlflow

🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.

poc-docker-template

Simple template showing how to set up docker for reproducible data science with Jupyter notebooks.

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

python-cheatsheet

Comprehensive Python Cheatsheet

r-programming-coursera

realtime-action-recognition

Multi-person real-time recognition (classification) of 9 actions based on human skeleton from OpenPose and a 0.5-second window.

review_object_detection_metrics

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

s-sprr2020alpose

scikit-learn-mooc-2022

Machine learning in Python with scikit-learn MOOC