Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by Daniel-Elston
A curated list of projects in awesome lists by Daniel-Elston .
https://github.com/daniel-elston/data-mining-fraud-outlier-detection
Data mining techniques used to identify outliers and potential fraudulent activity in a stocks dataset.
data-mining data-science fraud-detection machine-learning
Last synced: 17 Dec 2024
https://github.com/daniel-elston/hum-whistle-song-recognition-software
Machine learning, signal processing pipeline used to identify song name from user input (hum/whistle to song).
algorithms artificial-intelligence data-engineering data-science machine-learning python signal-processing wrangling-cleaning
Last synced: 17 Dec 2024
https://github.com/daniel-elston/apache-reddit-etl
Ingestion and processing of live Reddit data using Apache suite
Last synced: 17 Dec 2024
https://github.com/daniel-elston/django-crypto-dash
Django dashboard for live Crypto data
Last synced: 17 Dec 2024
https://github.com/daniel-elston/libre-link
A flask-powered web app for continuous glucose monitoring and analysis
Last synced: 17 Dec 2024
https://github.com/daniel-elston/weather-autoencoder
Autoencoder used to learn weather patterns, to predict and identify anomolies
Last synced: 17 Dec 2024
https://github.com/daniel-elston/sql-training
SQL training received while conducting MSc Dissertation in industry.
Last synced: 17 Dec 2024
https://github.com/daniel-elston/neural-network-image-classification
MLP deep learning neural network used to classify images from MNIST fashion dataset.
data-augmentation data-engineering data-science deep-learning image-classification image-recognition machine-learning neural-network
Last synced: 17 Dec 2024
https://github.com/daniel-elston/daniel-elston
GitHub introduction page. Config files for my GitHub profile.
config data-science github-config machine-learning python
Last synced: 17 Dec 2024
https://github.com/daniel-elston/json_to_pgsql
This project utilises Python control flows and Pandas to parse JSON data efficiently. The parsed data is stored in a PostgreSQL database. Basic SQL commands are used to query and export data from the DB.
control-flow json json-parsing postgresql python sql
Last synced: 17 Dec 2024
https://github.com/daniel-elston/my-vector-db
Basic vector database implementation with similarity search function using pgsql vector db extension
Last synced: 17 Dec 2024
https://github.com/daniel-elston/data-mining-wine-analysis
An analysis of a wine dataset using multidimensional scaling.
Last synced: 17 Dec 2024
https://github.com/daniel-elston/physics-reports
A selection of reports from my BSc Physics degree at the University of Bristol
astrophysics biophysics heat-capacity latex overleaf phonons physics stellar-evolution
Last synced: 17 Dec 2024
https://github.com/daniel-elston/credit-card-default-prediction-algorithm
Algorithm used to predict whether a bank customer will default on given credit cards using bank telemarketing dataset.
algorithms banking-applications classification data-science machine-learning pca-analysis pre-processing visualization wrangling-cleaning
Last synced: 17 Dec 2024
https://github.com/daniel-elston/nlp_disaster_tweets
Text classification algorithm used to identify tweets regarding disasters
glove-embeddings machine-learning nlp pipeline processing
Last synced: 17 Dec 2024
https://github.com/daniel-elston/math-physics
Some Math and Physics visualisations/simulations for fun.
coding maths physics simulation visualisation
Last synced: 17 Dec 2024
https://github.com/daniel-elston/k-means-clustering-algorithm
Creation and implementation of k-means unsupervised machine learning algorithm, used to classify Iris species (Iris dataset).
artificial-intelligence classification clustering data-science deep-learning iris-classification k-means-clustering machine-learning machine-learning-algorithms python unsupervised-machine-learning
Last synced: 17 Dec 2024
https://github.com/daniel-elston/creating_synthetic_data_using_ml
Using ML to create Synthetic Data to address issues in NaN and algorithmic bias.
Last synced: 17 Dec 2024
https://github.com/daniel-elston/project_planning_assistant
All Projects related to aiding in Project Planning
Last synced: 17 Dec 2024
https://github.com/daniel-elston/early-data-analysis-work
A collection of data / statistical analysis conducted while learning the ropes of data science and coding.
Last synced: 17 Dec 2024
https://github.com/daniel-elston/cv-model-compare
Comparative study of CV models in PyTorch, contrasting a custom-built CNN with established architectures like EfficientNet and ResNet. Also explores the advantages of pre-trained models and transfer learning.
Last synced: 17 Dec 2024
https://github.com/daniel-elston/torchaudio-classification-pl
PyTorch Lightning for Audio Classification
Last synced: 09 Dec 2024
https://github.com/daniel-elston/breast-cancer-analysis
Principle Component Analysis of a breast cancer dataset.
Last synced: 17 Dec 2024
https://github.com/daniel-elston/movie-recommendation-application
Information retrieval architecture used to create movie recommendation application.
application architecture artificial-intelligence data-science information-retrieval search-engine
Last synced: 17 Dec 2024
https://github.com/daniel-elston/data-privacy-and-cyber-security
A report detailing the current problems with Data Privacy, the GDPR and how Cyber Security can be improved.
consent cyber-security data-breach data-privacy data-science gdpr
Last synced: 17 Dec 2024
https://github.com/daniel-elston/dynamic-pricing-uber
Dnamic pricing algorithm for Uber rides. Focus on dataclass usage and pipeline execution efficiency.
dataclasses dynamic-pricing oop-principles
Last synced: 17 Dec 2024