Akash Kewar's repositories
caseStudyOne
ASHRAE - Great Energy Predictor III (A kaggle competition)
ClassicComputerScienceProblemsInPython
Source Code for the Book Classic Computer Science Problems in Python
DBSCANFromScratch
Density-based unsupervised clustering algorithm DBSCAN from scratch.
DP100
Labs for Course DP-100: Designing and Implementing Data Science Solutions on Microsoft Azure
EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
gaussianNaiveBayesFromScratch
Gaussian Naive Bayes classification algorithm from scratch in python.
GeoDataSets
Synthetic datasets for geoscience (geo)statistical modeling
KNNFromScratch
A simple nearest neighbour distance-based non-linear classification algorithm works by considering the majority vote by "K" closest neighbour("NN").
logisticRegressionFromScratchGeometricWay
Logistic regression geometric interpretation implementation from scratch in python.
mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
regionProposalNetworkInFasterRCNN
Region proposal network in faster-RCNN for object detection.
sankey-diagram-plotly-tutorial
Generating Sankey Diagrams or Alluvial Diagrams with Python's Plotly Library
TCP-IP-chat-room
Its a simple TCP/IP chat room with socket programming, binding with multiple clients
yolov4-deepsort
Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.