Pinned Repositories
A-Primer-on-Node.js
Contains the supporting files for the article in my medium.
Back-Propagation_Calculus_Simplified
This is my brief notes to show how back-propagation(NN) works under the hood.
Benign_Vs_Malignant_URL_Classifier_Using_Machine_Learning
In this repo, I've built an Machine Learning based classifiers (Ensemble) to distinguish between benign vs malignant URL.
Code-Encryption-Obfuscation---Python
Contains the sample function code utils.py and it's encrypted version.
Database-CRUD-Operations
Contains the codes (Synchronous & Asynchronous) CRUD operations for MongoDB & SQLITE.
DDOS_Attack_Classifier_Using_Machine_and_Deep_Learning
In this repo, I've built a Machine and deep learning-based classifiers (Ensemble) to distinguish the DDOS Attacks based on the network parameters.
Mini_Word_Embeddings
This repo contains the colab notebook to train mini word embedding model
Natural-Language-Processing-NLP
This repo contains my works on the area of NLP, such as Neural Machine Translation, Named Entity Recognition etc,.
Url_Category_Classifier_Using_Machine_Learning
In this repo, I've trained some machine learning models to classify the url's across the categories Arts, Business, Computers, Games, Health, Home, Kids, News, Recreation, Reference, Science.
Yolo-V5_Object_Detection_Blood_Cell_Count_and_Detection
In this repo, I've trained an object detection model to find the number of RBC, WBC, PLATELETS Count from the microscopic blood-smeared images.
bala-codes's Repositories
bala-codes/Yolo-V5_Object_Detection_Blood_Cell_Count_and_Detection
In this repo, I've trained an object detection model to find the number of RBC, WBC, PLATELETS Count from the microscopic blood-smeared images.
bala-codes/Natural-Language-Processing-NLP
This repo contains my works on the area of NLP, such as Neural Machine Translation, Named Entity Recognition etc,.
bala-codes/Code-Encryption-Obfuscation---Python
Contains the sample function code utils.py and it's encrypted version.
bala-codes/A-Primer-on-Node.js
Contains the supporting files for the article in my medium.
bala-codes/Mini_Word_Embeddings
This repo contains the colab notebook to train mini word embedding model
bala-codes/DDOS_Attack_Classifier_Using_Machine_and_Deep_Learning
In this repo, I've built a Machine and deep learning-based classifiers (Ensemble) to distinguish the DDOS Attacks based on the network parameters.
bala-codes/Benign_Vs_Malignant_URL_Classifier_Using_Machine_Learning
In this repo, I've built an Machine Learning based classifiers (Ensemble) to distinguish between benign vs malignant URL.
bala-codes/Chatbot_With_Machine_Learning_Based_Intent_Classification
In this repo, I've built an ML-based chatbot that classifies the intent of the user chat and provides prompt response and also mails to the user & administrator if an appointment is booked for a specific doctor.
bala-codes/Database-CRUD-Operations
Contains the codes (Synchronous & Asynchronous) CRUD operations for MongoDB & SQLITE.
bala-codes/Url_Category_Classifier_Using_Machine_Learning
In this repo, I've trained some machine learning models to classify the url's across the categories Arts, Business, Computers, Games, Health, Home, Kids, News, Recreation, Reference, Science.
bala-codes/Back-Propagation_Calculus_Simplified
This is my brief notes to show how back-propagation(NN) works under the hood.
bala-codes/bala-codes
bala-codes/bala-codes.github.io
A Jekyll version of the Clean Blog theme by Start Bootstrap
bala-codes/docker-cicd-github
bala-codes/Document_Denoising_Using_AutoEncoders
This repo contains the built of an Auto Encoder Neural Network model which will remove the noise from the image.
bala-codes/Face_Detection_and_Encoding
A simple project which detects the faces from a photo and encodes the detected faces into 128 numbers.
bala-codes/Fake_Vs_Real_News_Classifier_Using_Machine_and_Deep_Learning
In this repo, I've built an Machine and Deep Learning-based classifiers (Ensemble) to distinguish Real Vs Fake news from the news data.
bala-codes/Gastro_Intestinal_Tract_Disease_Classifier_Using_Deep_Learning
In this repo, I've trained a deep learning model to classify and localize the diseases present in the GI Tract which can be seen in an Endoscopy procedure.
bala-codes/lambda-cicd-github
bala-codes/Logger-for-Node.js-App
A simple logger (.txt) which can be an alternative way for console.log("Hello World")
bala-codes/Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
bala-codes/make-sense
Free to use online tool for labelling photos. https://makesense.ai
bala-codes/Malaria_Parasite_Classifier_Using_Deep_Learning
In this repo, I've trained a deep learning model to classify and localize the parasites present in the blood-smeared images which are seen under a microscope.
bala-codes/Numpy-Tensor-Torch-Operations-Visualized
In this notebook, I have curated some fundamental to most used operations and visualized.
bala-codes/Paraphraser_Tool_Using_Natural_Language_Processing
This repo is an effort to augment the paraphraser tool available online using the NLP Techniques(Word Embedding).
bala-codes/Sentiment_Analysis_on_Amazon_Product_Reviews_Using_Machine_and_Deep_Learning
In this repo, I've trained some ML and DL models to classify amazon product reviews.
bala-codes/Sentiment_Analysis_on_Twitter_Posts_Using_Machine_and_Deep_Learning
In this repo, I've trained some ML and DL models to classify the twitter post's sentiment.
bala-codes/simple-flask
Basic python flask application
bala-codes/Simple_Speech_Recognition_Using_Deep_Learning
In this repo, I've built a simple speech recognition CNN model for processing speech signals and transforms the wave input to text output.
bala-codes/yolov5
YOLOv5 in PyTorch > ONNX > CoreML > iOS