iamirmasoud / energy_consumption_prediction

Energy consumption prediction using LSTM/GRU networks in PyTorch

Hi there👋, I'm Amir Masoud Sefidian
Welcome to my Github page!

• 💻 I'm a Machine Learning Engineer who loves learning, developing software, and working on AI projects.
• 📖 My fields of interest are Machine Learning, Data Science, Reinforcement Learning, Deep Learning, etc.
• 🎹 I enjoy playing the piano and listening to music.

💼 Technical Skills

📝 Latest Blog Posts

• Audio source separation (vocal remover) system based on Deep Learning
• Walk-forward optimization for algorithmic trading strategies on cloud architecture
• A simple tutorial on Sampling Importance and Monte Carlo with Python codes
• BulkBoto3: Python package for fast and parallel transferring a bulk of files to S3 based on boto3!
• Setup collaborative MLflow with PostgreSQL as Tracking Server and MinIO as Artifact Store using docker containers
• Find out more about the following topics on Sefidian Academy:

Python - Artificial Intelligence - Data Science - Machine Learning - Reinforcement Learning - Deep Learning - Computer Vision - Data Engineering - Feature Engineering - PyTorch - Keras - TensorFlow - NLP - Recommendation Systems - Time Series - MLOps - Big Data - Spark - Linux - Apache Kafka - Mathematics - Linear Algebra - Statistics and Probability - Finance - Software Engineering - DevOps - Django - Docker - Database

GitHub Stats 📊

---

Let's connect 💭

energy_consumption_prediction's Issues

Biblioteca NUMPY

Bom dia, primeiramente parabéns pelo excelente conteúdo deste repositório, em seguida eu estou com problemas na biblioteca NUMPY, aparentemente a versão solicitada no arquivo "requeriments.txt" é a versão 1.23.3, porém ela não é encontrada pelo pip da versão que uso (10.0.1).
O erro é o seguinte: Could not find a version that satisfies the requirement numpy==1.23.3 (from -r requirements.txt (line 4)) (from versions: 1.3.0, 1.4.1, 1.5.0, 1.5.1, 1.6.0, 1.6.1, 1.6.2, 1.7.0, 1.7.1, 1.7.2, 1.8.0, 1.8.1, 1.8.2, 1.9.0, 1.9.1, 1.9.2, 1.9.3, 1.10.0.post2, 1.10.1, 1.10.2, 1.10.4, 1.11.0, 1.11.1, 1.11.2, 1.11.3, 1.12.0, 1.12.1, 1.13.0, 1.13.1, 1.13.3, 1.14.0, 1.14.1, 1.14.2, 1.14.3, 1.14.4, 1.14.5, 1.14.6, 1.15.0, 1.15.1, 1.15.2, 1.15.3, 1.15.4, 1.16.0, 1.16.1, 1.16.2, 1.16.3, 1.16.4, 1.16.5, 1.16.6, 1.17.0, 1.17.1, 1.17.2, 1.17.3, 1.17.4, 1.17.5, 1.18.0, 1.18.1, 1.18.2, 1.18.3, 1.18.4, 1.18.5, 1.19.0, 1.19.1, 1.19.2, 1.19.3, 1.19.4, 1.19.5, 1.20.0, 1.20.1, 1.20.2, 1.20.3, 1.21.0, 1.21.1, 1.21.2, 1.21.3, 1.21.4, 1.21.5, 1.21.6)
No matching distribution found for numpy==1.23.3 (from -r requirements.txt (line 4))

Ploted graph after training and testing the neural network

Good morning, i was try understand what is the axle "X", horizontally, in ploteds graphics in final code in your code and i'm not understand, sorry this but can you explain to me what is your significate? Thanks your attention.