diff --git a/examples/notebooks/models_training/vae_lstm.ipynb b/examples/notebooks/models_training/vae_lstm.ipynb new file mode 100644 index 00000000..3c083070 --- /dev/null +++ b/examples/notebooks/models_training/vae_lstm.ipynb @@ -0,0 +1,2276 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: datasets in /home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (2.4.0)\n", + "Requirement already satisfied: tqdm>=4.62.1 in /home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (from datasets) (4.62.3)\n", + "Requirement already satisfied: fsspec[http]>=2021.11.1 in /home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (from datasets) (2022.7.1)\n", + "Requirement already satisfied: packaging in /home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (from datasets) (21.0)\n", + "Requirement already satisfied: pandas in /home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (from datasets) (1.4.0)\n", + "Requirement already satisfied: aiohttp in /home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (from datasets) (3.8.1)\n", + "Requirement already satisfied: huggingface-hub<1.0.0,>=0.1.0 in /home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (from datasets) (0.8.1)\n", + "Requirement already satisfied: numpy>=1.17 in /home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (from datasets) (1.19.5)\n", + "Requirement already satisfied: responses<0.19 in /home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (from datasets) (0.18.0)\n", + "Requirement already satisfied: multiprocess in /home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (from datasets) (0.70.13)\n", + "Requirement already satisfied: requests>=2.19.0 in /home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (from datasets) (2.26.0)\n", + 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/home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (from pandas->datasets) (2021.3)\n", + "Requirement already satisfied: six>=1.5 in /home/clement/anaconda3/envs/pythae/lib/python3.8/site-packages (from python-dateutil>=2.8.1->pandas->datasets) (1.15.0)\n" + ] + } + ], + "source": [ + "!pip install datasets" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Reusing dataset monash_tsf (/home/clement/.cache/huggingface/datasets/monash_tsf/solar_weekly/1.0.0/82998723d55d6edbc664cfaebe371004d849846ee5f61b57f1f974000d44c050)\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "748c990a865b47228bb7aba6b4480ae4", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/3 [00:00" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Visualize data\n", + "import matplotlib.pyplot as plt\n", + "\n", + "fig, axes = plt.subplots(nrows=5, ncols=5, figsize=(20, 10))\n", + "\n", + "for i in range(5):\n", + " for j in range(5):\n", + " axes[i][j].plot(train_data[i*5 +j].cpu())\n", + "plt.tight_layout(pad=0.)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Preprocessing train data...\n", + "Preprocessing eval data...\n", + "\n", + "Using Base Trainer\n", + "\n", + "Model passed sanity check !\n", + "\n", + "Created my_lstm_models/VAE_training_2022-08-24_11-20-11. \n", + "Training config, checkpoints and final model will be saved here.\n", + "\n", + "Successfully launched training !\n", + "\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "e786e3aeb3ce469cbda57b58e860d8e0", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Training of epoch 1/50: 0%| | 0/3 [00:00" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# show reconstructions\n", + "reconstructions = model.reconstruct(eval_data.unsqueeze(-1)[:20, :42, :].cuda()).detach().cpu()\n", + "\n", + "fig, axes = plt.subplots(nrows=4, ncols=5, figsize=(20, 10))\n", + "\n", + "for i in range(4):\n", + " for j in range(5):\n", + " axes[i][j].plot(reconstructions[i*5 + j].cpu(), c='r', label='reconstruction')\n", + " axes[i][j].plot(eval_data[i*5 + j].cpu(), c='blue', label='truth')\n", + "\n", + " axes[i][j].legend(loc=1)\n", + "plt.tight_layout(pad=0.)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Generate time-series\n", + "from pythae.samplers import NormalSampler\n", + "\n", + "# create normal sampler\n", + "normal_samper = NormalSampler(\n", + " model=trained_model\n", + ")\n", + "\n", + "# sample\n", + "gen_data = normal_samper.sample(\n", + " num_samples=25\n", + ")\n", + "\n", + "# show results with normal sampler\n", + "fig, axes = plt.subplots(nrows=5, ncols=5, figsize=(20, 10))\n", + "\n", + "for i in range(5):\n", + " for j in range(5):\n", + " axes[i][j].plot(gen_data[i*5 +j].cpu(), c='orange')\n", + "plt.tight_layout(pad=0.)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "interpreter": { + "hash": "5e51c5ac46389dd7ba2bd8215d251ab84152720d3cad2ff91113d77594821aef" + }, + "kernelspec": { + "display_name": "Python 3.8.12 ('pythae')", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.12" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +}