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fix broken links and image #551

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merged 1 commit into from
Dec 5, 2024
Merged

fix broken links and image #551

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Binary file added nbs/assets/timeseries_model_arena.png
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18 changes: 9 additions & 9 deletions nbs/docs/getting-started/7_why_timegpt.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -84,14 +84,14 @@
"source": [
"# Table of Contents\n",
"\n",
"1. [Data Introduction](#data-introduction)\n",
"2. [Model Fitting](#model-fitting-timegpt-arima-lgbregressor-n-hits)\n",
" 1. [Fitting Time GPT](#timegpt)\n",
" 2. [Fitting ARIMA](#classical-models-arima)\n",
" 3. [Fitting Light GBM](#machine-learning-models-lgbmregressor)\n",
" 4. [Fitting NHITS](#n-hits)\n",
"3. [Results and Evaluation](#performance-comparison-and-results)\n",
"4. [Conclusion](#conclusion)"
"1. [Data Introduction](#1-data-introduction)\n",
"2. [Model Fitting](#2-model-fitting-timegpt-arima-lightgbm-n-hits)\n",
" 1. [Fitting TimeGPT](#21-timegpt)\n",
" 2. [Fitting ARIMA](#22-classical-models-arima)\n",
" 3. [Fitting Light GBM](#23-machine-learning-models-lightgbm)\n",
" 4. [Fitting NHITS](#24-n-hits)\n",
"3. [Results and Evaluation](#3-performance-comparison-and-results)\n",
"4. [Conclusion](#4-conclusion)"
]
},
{
Expand Down Expand Up @@ -775,7 +775,7 @@
"#### Benchmark Results\n",
"For a more comprehensive dive into model accuracy and performance, explore our [Time Series Model Arena](https://github.com/Nixtla/nixtla/tree/main/experiments/foundation-time-series-arena)! TimeGPT continues to lead the pack with exceptional performance across benchmarks! 🌟\n",
"\n",
"![image](https://github.com/Nixtla/nixtla/assets/10517170/1c042591-0585-4a5b-a548-2017a28f2d4f)"
"![benchmark results](../../assets/timeseries_model_arena.png)"
]
},
{
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3 changes: 2 additions & 1 deletion nbs/mint.json
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Expand Up @@ -31,7 +31,8 @@
"docs/getting-started/data_requirements.html",
"docs/getting-started/pricing.html",
"docs/getting-started/faq.html",
"docs/getting-started/glossary.html"
"docs/getting-started/glossary.html",
"docs/getting-started/why_timegpt.html"
]
},
{
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