From Scratch Implementation of RNN, LSTM and BiLSTM: What I Learned

🚧 Blog Post Coming Soon

This blog post will cover my journey implementing Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM), and Bidirectional LSTM (BiLSTM) from scratch. I'll share the key insights, challenges, and lessons learned while building these architectures from the ground up, including forward propagation, backpropagation through time (BPTT), and understanding the inner workings of these powerful sequence modeling architectures.

Stay tuned for detailed explanations, code walkthroughs, and practical insights!