sids07

Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Disease-Predictor

ineuron_stats_assignments

Assignments given by the instructor.

intro2stats

Introduction to Statistics using Python

Knowledge-Graph

Creating Knowledge using NLP libraries NLTK, Spacy, textacy and graph library NetworkX

Language-Translation-Using-Transformer

Here, due to inavailability of data of my native language. I have used English to Spanish Translation.

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

opencv

Open Source Computer Vision Library

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

SMSSpamClassifier-from-NLP-using-RandomForest-and-GradientBoosting-Classifier

Here i simply took SMSSpamClassifier data and using NLTK library along with RandomForest and GradientBoosting Classifier from sklearn.esemble, i classified if that SMS is spam or ham. Firstly, i cleaned raw data removing punctuations, stopwords and tokenizing along with stemming and lemmatizing. Then, moving forward i test vectoring with CountVectorize, N-grams and Tf-Idf vectorizer. And then, moving forward to feature enginnering i add two new features i.e. text length and percentage of punctuations on text.Then evaluate them if it was useful for detecting spam and if transformation was required. Finally it was applied to Gradient Boosting and Random forest classifier along with GridSearch and their performance was evaluated for selecting better hyperparameters using GridSearchCv.

sids07/Knowledge-Graph

Creating Knowledge using NLP libraries NLTK, Spacy, textacy and graph library NetworkX

sids07/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

sids07/Applied-ML

sids07/build-an-avatar-with-ASR-TTS-Transformer-Omniverse-Audio2Face

sids07/Deployment_using_nvidia_triton_server

Deployed ML models using nvidia-triton

sids07/Disease-Prediction

sids07/Django-Rest-API-and-Javascript

sids07/Entity_resolution_notebooks

Notebooks for entity resolution using multiple libraries like py-entitymatcher, RLTK, dedupe

sids07/final-1

Disease Prediction and Specialisst Recommender System

sids07/GRPC-Tutorial

sids07/JAVA_BASICS

Learning JAVA from start

sids07/langchain_experiment

sids07/learning

Becoming 1% better at data science everyday

sids07/LLM_experiments

sids07/LLM_finetuning

sids07/ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

sids07/NLP

Learning NLP

sids07/Quantization_basics

Implementation of linear quantization and how can we apply them to models.

sids07/rasa-3.x-form-examples

This repository contains a few simple projects with forms.

sids07/rasa-nlu-examples

This repository contains examples of custom components for educational purposes.

sids07/rasa_chatbot

Here, i am building Conversational bot using Rasa Framework.

sids07/react-hooks-tutorial

Beginner React Hook Tutorial

sids07/sids07

sids07/Simple-Conversational-Chatbot

It is simple chatbot created using various NLP techniques such as removing stopwords, punctuation, tokenizing, stemming, bag of words etc train using json data by simple neural network using Keras.

sids07/Single-Page-Application

sids07/speech_to_text_collection

Collection of few speech to text services that can be used

sids07/Time-Series-Forecasting

sids07/Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

sids07/vector_database

Trying to implement vector database for quick similarity search

sids07/Werkzeug