Balakishan Molankula's repositories
Yolov8-Custom-Object-Detetction
This repo explains the custom object detection training using Yolov8.
yolov5_custom_trained_traffic_sign_detector
YOLOv5 Object Detection on Traffic Signs Dataset with Custom Training
Spam-Email-Classifier
Email Classification using Naive Bayes algorithm
Multivarite-Gaussian-Distribution-for-Fraud-Detection
Anomaly detection using Multivariate Gaussian Distribution and achieved above 70% of F1 score on Test and Cross validation set
News-Articles-Classification
This dataset contains around 125k news headlines from the year 2013 to 2018 obtained from HuffPost. The model trained on this dataset could be used to identify tags for untracked news articles or to identify the type of category of the news.
Clustering-of-Customers-Based-on-their-purchasing-behaviour
Analyzing the content of an E-commerce dataset and cluster the customers based on their purchases.
course-nlp
A Code-First Introduction to NLP course
Coursera_MLOps_Specialization
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
tensorflow
An Open Source Machine Learning Framework for Everyone
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Data-science
Collection of useful data science topics along with code and articles
data-science-interviews
Data science interview questions and answers
DeepLearningExamples
Deep Learning Examples
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
feature-engineering-for-machine-learning
Code repository for the online course Feature Engineering for Machine Learning
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
ml-interviews-book
https://huyenchip.com/ml-interviews-book/
models
Models and examples built with TensorFlow
Python-Feature-Engineering-Cookbook
Python Feature Engineering Cookbook, published by Packt
python-glmnet
A python port of the glmnet package for fitting generalized linear models via penalized maximum likelihood.
Sentiment-Analyis-of-IMDB-dataset
Predicting sentiment of the IMDB reviews
SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.