PinnedGiovanny EspitiainStackademicAccelerating Materials Discovery with Deep Learning using PyTorch: Band — gap PredictionWe implement a neural network using PyTorch to predict the band — gap of materials.May 21May 21
Giovanny EspitiaApproximating Sine Functions with Neural Networks: A Deep Learning TutorialWe use PyTorch to approximate a sine function.Jun 4Jun 4
Giovanny EspitiainStackademicMastering RNNs for Stock Prediction: TensorFlow & Python TutorialRecurrent Neural Networks: A Comprehensive Guide to Time-Dependent Data AnalysisIntroductionJan 91Jan 91
Giovanny EspitiainStackademicImplementing Sentiment Analysis on X Data with DistilBERT and Huggingface: A Comprehensive GuideMastering Sentiment Analysis with DistilBERT and HuggingfaceJan 3Jan 3
Giovanny EspitiaDecoding the Boundaries: Unraveling Science vs. Pseudo-Science Through Missed Research InsightsUnderstanding the Distinction for Clearer Knowledge AdvancementNov 15, 2023Nov 15, 2023
Giovanny EspitiainStackademicPython Guide: Building a Reservoir Computer from ScratchUnderstanding Reservoir Computing: A Linear Approach to RNNs without BackpropagationOct 2, 20231Oct 2, 20231
Giovanny EspitiainStackademicLorenz-63 System Integration Using 4th Order Runge-Kutta Methods in PythonThe Lorenz-63 system is integrated using RK4 in Python.Sep 27, 2023Sep 27, 2023