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algorithms

A collection of algorithms and data structures

basic_statistics_with_python

Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.

ber-qpsk-16qam

blackcoffer-article-webscrape

cirrhosis-stage-predicition

emotion-tts-dataset

Dataset release for Emotional TTS in Indian Accent

grip

TSF GRIP Internship

hackerrank-solutions

HackerRank Python Challenge Solutions

happywhale---whale-and-dolphin-identification

Kaggle's research prediction on dolphins vs whales.

insaid-fraud-detection

kaggle-bangalore-home-prices

Bangalore Home Price Prediction Model

kaggle-challenges

Selection of some interesting Kaggle Kernels

kaggle-diabetes-prediction

Using kaggle dataset which constitutes of various factors contributing to diabetes, to build a ML model that predicts if the person is diabetic or not.

kaggle-fake-news-prediction

Using ML model to predict Fake News

kaggle-hr-analytics

Exploratory Data Analysis to figure out why employees are leaving.

kaggle-iris-dataset

To predict the what type of iris petal using Sepal Length, Sepal Width, Petal Length and Petal Width

kaggle-sonar-prediction

Using kaggles dataset, predicting if the object is a rock or a mine, using binary classification in Machine Learning.

kaggle-stock-price-movement

Predict Stock Price Movement Based On News Headline using NLP

leetcode

line-coding-schemes

mastering-data-structures-and-algorithms-using-python

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.

nlp

Natural Language Processing self explanatory basic detailed syntax

nolearn

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

nyquist-rate

paddlespeech

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

pulse-amplitude-modulation

spam-classifier

Spam Classifier using Python and NLP concepts.

spotify-recommendation

waveglow

A PyTorch implementation of the WaveGlow: A Flow-based Generative Network for Speech Synthesis