Pavan Kumar's repositories
Carbon-Sequestration-Analysis
For analyzing carbon sequestration through Rubber Trees and Pineapple plants.
timeseries-cnn-forecasting
Time Series Forecasting using ARIMA seasonal model and a Convolutional Neural Network (CNN) for predicting Power Generation.
transaction-analysis-ml
To preprocess transaction dataset, perform dimensionality reduction, and build a binary classifier for predictive analysis.
Iris-Dataset--Analysis
Analyzing the Iris dataset using Python
Ngram-Language-Model-Lab
This lab focuses on building and evaluating ngram language models.
Keyword-Scraper
To scrape Google search results for URLs based on specified keywords
Gensim-Similarity-Queries
Demonstrates querying a corpus for similar documents using Gensim.
Time-Series-Analysis
Python scripts for statistical analysis and time series visualization.
Tesla-Battery-Analysis
Analyzing data related to Tesla batteries
PersonalityInsights
To analyze personality traits based on eye movement features extracted from a dataset containing responses to personality tests.
Taxi-Q-Learning-RL
In this project, we tackle the OpenAI Taxi-V2 environment using Q-Learning, a fundamental RL algorithm. 🚕
TextNTheCity
fine-tune a BERT-like model for multi-label classification
Exasens-Analysis-Toolbox
This toolkit provides a set of functions and utilities to analyze the Exasens dataset available at UCI Machine Learning Repository.
data-analysis-insight
To provide insightful data analysis on various datasets covering different domains. Through advanced techniques and methodologies, we uncover patterns, correlations, and trends within the data, leading to valuable insights.
tweet-sentiment-analyzer
To create a strong text classifier that can identify the sentiment in text. We'll use a dataset with around 27,000 entries to achieve this.
dish-health-predictor
This project aims to predict the healthiness rating of various dishes based on attributes such as ingredients, diet, home or restaurant preparation, and likeness.
dish-detect-ml
The DishDetect project leverages a machine learning pipeline to classify images of various dishes based on attributes such as Taste, Healthiness, Ingredients, and Likeness.
grok-1
Grok open release
AI_FOR_BLOCKCHAIN
Jupyter notebooks for ai fraud detection and tagging