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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta name="description" content="Array API comparison" />
<meta name="keywords" content="pydata numpy numerical array library apis comparison" />
<meta name="author" content="Quansight" />
<title>Array API Function Name Compliance</title>
<link rel="stylesheet" type="text/css" href="css/normalize.css" />
<link rel="stylesheet" type="text/css" href="css/main.css" />
</head>
<body>
<div class="container">
<header>
<h1>Array API Function Name Compliance</h1>
</header>
<div class="component">
<table>
<thead>
<tr>
<th>name</th>
<th>numpy<sup>*</sup></th>
<th>cupy</th>
<th>dask</th>
<th>jax</th>
<th>mxnet</th>
<th>pytorch</th>
<th>sparse</th>
<th>tensorflow</th>
</tr>
</thead>
<tbody>
<tr>
<th>abs</th>
<td>🚀</td>
<td></td>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>acos</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>acosh</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>add</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>all</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>any</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>arange</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>argmax</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>argmin</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>argsort</th>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>asarray</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>asin</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>asinh</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>atan</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>atan2</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>atanh</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>bitwise_and</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>bitwise_invert</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>bitwise_left_shift</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>bitwise_or</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>bitwise_right_shift</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>bitwise_xor</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>broadcast_arrays</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>broadcast_to</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>can_cast</th>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>ceil</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>concat</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>cos</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>cosh</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>divide</th>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>e</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>einsum</th>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>empty</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>empty_like</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>equal</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>exp</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>expand_dims</th>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>expm1</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>eye</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
</tr>
<tr>
<th>finfo</th>
<td>🚀</td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>flip</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>floor</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>floor_divide</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>from_dlpack</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>full</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
</tr>
<tr>
<th>full_like</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td></td>
</tr>
<tr>
<th>greater</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>greater_equal</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>iinfo</th>
<td>🚀</td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>inf</th>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>isfinite</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>isinf</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>isnan</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>less</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>less_equal</th>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>linalg.cholesky</th>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.cross</th>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.det</th>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.diagonal</th>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>linalg.eigh</th>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.eigvalsh</th>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.einsum</th>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>linalg.inv</th>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.lstsq</th>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.matmul</th>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.matrix_power</th>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>linalg.matrix_rank</th>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.norm</th>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>linalg.outer</th>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>linalg.pinv</th>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.qr</th>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.slogdet</th>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.solve</th>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.svd</th>
<td></td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.svdvals</th>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>linalg.tensordot</th>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>linalg.trace</th>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>linalg.transpose</th>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>linalg.vecdot</th>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<th>linspace</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
</tr>
<tr>
<th>log</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>log10</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>log1p</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>log2</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>logaddexp</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>logical_and</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>logical_not</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>
<td></td>
</tr>
<tr>
<th>logical_or</th>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td>🚀</td>
<td></td>