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allele_genotype_simulation

Simulation uses F1 allele frequency for prediction of genotypic and phenotypic frequencies based on a pseudo-random number generated from time, allowing different results to be obtained based on randomness and observed frequencies.

autovax

Automatic Vaccine Design from a Protein Sequence. Can design a highly inmunogenic and safe sequence under 60 minutes. The steps are epitopes identification, antigenicity and allergenicity evaluation and peptide construction.

chatgtp-bot

This code defines a program that can take voice commands, interpret them using Google's speech recognition API, and generate a text-based response using OpenAI's GPT-4.0 model. It then converts this text response into an audio file using Google's text-to-speech API and plays it using the Pygame library.

cii_ia_forecasting

disease_biomarker_identification

This code is an R script that loads RNA-Seq data and performs data manipulation, analysis, and visualization.

disease_diagnosis_classification

Cancer Disease Diagnostics using machine learning techniques.

disease_outbreak_simulation

Predictive modeling for disease outbreak prediction.

dna_analysis_tool

DNA sequence analysis tool.

dna_to_protein

DNA to Protein sequence converter

emotion_detection_text

fraud_detection_credit_card

Fraud detection in credit card transactions.

handwritten_digit_recognition

Handwritten digit recognition using CNNs in Tensorflow.

house_price_prediction

Predictive modeling for house prices.

image_recognition_for_object_detection

Image recognition for object detection using MNIST dataset, CNNs and hyperparameter tuning.

phylogenetic_tree_construction

Phylogenetic Tree Construction using Python.

qsar_model_generation

Calculate molecular descriptors based on SMILES structure

qsar_virtual_screening

QSAR Model generation based on ChemBL target and virtual screening based on Zinc "World" subset using molecular fingerprints.

s-p500_stock_daily_analysis

Daily analysis and selection of 500 S&P 500 stock based on moving average, MACD, boilinger bands, RSI, MSI and other indicators.

stock_market_time_series_prediction

Stock market prediction using time series analysis.

tissue_breast_cancer_detection

Cancer detection through ML model development on tissue samples reported in Kaggle.

transcriptomics-perturbation

Prediction of gene perturbation for top 978 genes based on the database "L1000 Dataset -small molecule perturbagens- LINCS Phase 1" (LDS-1481) in the LINDS Portal.

uefa_winning-prediction

EUFA winning team prediction

wine_quality_chemical_prediction

Wine quality prediction using chemical properties